DocVQA

multimodal · docvqa · 218 scores

rank	variant	root	org	score	conf	context
1	Qwen2.5-VL-32B-Instruct	Qwen/Qwen2.5-VL-32B-Instruct	Qwen	96.4	medium	DocVQA
2	Qwen2.5-VL-32B-Instruct-GGUF	Qwen/Qwen2.5-VL-32B-Instruct	unsloth	96.4	medium	DocVQA
3	Qwen2.5-VL-32B-Instruct-bnb-4bit	Qwen/Qwen2.5-VL-32B-Instruct	unsloth	96.4	medium	DocVQA
4	Qwen2.5-VL-32B-Instruct-GGUF	Qwen/Qwen2.5-VL-32B-Instruct	Mungert	96.4	medium	DocVQA
5	Qwen2.5-VL-32B-Instruct-unsloth-bnb-4bit	Qwen/Qwen2.5-VL-32B-Instruct	unsloth	96.4	medium	DocVQA
6	Qwen2.5-VL-72B-Instruct-AWQ	Qwen/Qwen2.5-VL-72B-Instruct	Qwen	96.1	high
7	Qwen2.5-VL-7B-Instruct-AWQ	Qwen/Qwen2.5-VL-7B-Instruct	Qwen	96.0	high
8	Qwen2.5-VL-3B-Instruct-AWQ	Qwen/Qwen2.5-VL-3B-Instruct	Qwen	96.0	high
9	Qwen2-VL-72B-Instruct-AWQ	Qwen/Qwen2-VL-72B-Instruct	Qwen	95.79	high
10	Qwen2-VL-72B-Instruct-GPTQ-Int4	Qwen/Qwen2-VL-72B-Instruct	Qwen	95.79	high
11	Qwen2-VL-72B-Instruct-GPTQ-Int8	Qwen/Qwen2-VL-72B-Instruct	Qwen	95.79	high
12	Qwen2.5-Omni-3B	Qwen/Qwen2.5-Omni-3B	Qwen	95.2	medium	DocVQA<sub>test</sub>
13	Qwen2.5-Omni-7B	Qwen/Qwen2.5-Omni-7B	Qwen	95.2	medium	DocVQA<sub>test</sub>
14	Qwen2.5-Omni-7B-GGUF	Qwen/Qwen2.5-Omni-7B	unsloth	95.2	medium	DocVQA<sub>test</sub>
15	Qwen2.5-Omni-3B-GGUF	Qwen/Qwen2.5-Omni-3B	unsloth	95.2	medium	DocVQA<sub>test</sub>
16	Qwen2.5-Omni-3B-GGUF	Qwen/Qwen2.5-Omni-3B	Mungert	95.2	medium	DocVQA<sub>test</sub>
17	Qwen2.5-Omni-7B	Qwen/Qwen2.5-Omni-7B	unsloth	95.2	medium	DocVQA<sub>test</sub>
18	Qwen2.5-Omni-7B-GGUF	Qwen/Qwen2.5-Omni-7B	Mungert	95.2	medium	DocVQA<sub>test</sub>
19	Qwen2.5-Omni-3B	Qwen/Qwen2.5-Omni-3B	unsloth	95.2	medium	DocVQA<sub>test</sub>
20	Mage-VL	microsoft/Mage-VL	microsoft	95.14	medium	DocVQA-val
21	NVIDIA-Nemotron-Nano-12B-v2-VL-BF16	nvidia/NVIDIA-Nemotron-Nano-12B-v2-VL-BF16	nvidia	94.39	medium	DocVQA
22	Mistral-Small-3.1-24B-Instruct-2503	mistralai/Mistral-Small-3.1-24B-Base-2503	mistralai	94.08	low
23	Mistral-Small-3.2-24B-Instruct-2506	mistralai/Mistral-Small-3.1-24B-Base-2503	mistralai	94.08	low
24	Mistral-Small-3.2-24B-Instruct-2506-GGUF	mistralai/Mistral-Small-3.2-24B-Instruct-2506	unsloth	94.08	low
25	Mistral-Small-3.2-24B-Instruct-2506-bnb-4bit	mistralai/Mistral-Small-3.2-24B-Instruct-2506	unsloth	94.08	low
26	Mistral-Small-3.2-24B-Instruct-2506	mistralai/Mistral-Small-3.2-24B-Instruct-2506	unsloth	94.08	low
27	Mistral-Small-3.1-24B-Instruct-2503-GGUF	mistralai/Mistral-Small-3.1-24B-Instruct-2503	unsloth	94.08	low
28	Mistral-Small-3.2-24B-Instruct-2506-unsloth-bnb-4bit	mistralai/Mistral-Small-3.2-24B-Instruct-2506	unsloth	94.08	low
29	Mistral-Small-3.1-24B-Instruct-2503-bnb-4bit	mistralai/Mistral-Small-3.1-24B-Instruct-2503	unsloth	94.08	low
30	Mistral-Small-3.1-24B-Instruct-2503-unsloth-bnb-4bit	mistralai/Mistral-Small-3.1-24B-Instruct-2503	unsloth	94.08	low
31	Mistral-Small-3.1-24B-Instruct-2503	mistralai/Mistral-Small-3.1-24B-Instruct-2503	unsloth	94.08	low
32	Mistral-Small-3.1-24B-Instruct-2503-GGUF	mistralai/Mistral-Small-3.1-24B-Base-2503	Mungert	94.08	low
33	Mistral-Small-3.2-24B-Instruct-2506-GGUF	mistralai/Mistral-Small-3.1-24B-Base-2503	Mungert	94.08	low
34	Mistral-Small-3.2-24B-Instruct-2506-FP8	mistralai/Mistral-Small-3.2-24B-Instruct-2506	unsloth	94.08	low
35	Qwen2.5-VL-32B-Instruct-AWQ	Qwen/Qwen2.5-VL-32B-Instruct	Qwen	93.91	high
36	Qwen2-VL-7B-Instruct-AWQ	Qwen/Qwen2-VL-7B-Instruct	Qwen	93.89	high
37	Qwen2-VL-7B-Instruct-GPTQ-Int8	Qwen/Qwen2-VL-7B-Instruct	Qwen	93.89	high
38	Qwen2-VL-7B-Instruct-GPTQ-Int4	Qwen/Qwen2-VL-7B-Instruct	Qwen	93.89	high
39	Phi-4-multimodal-instruct	microsoft/Phi-4-multimodal-instruct	microsoft	93.2	medium	DocVQA
40	Phi-4-multimodal-instruct	microsoft/Phi-4-multimodal-instruct	Lexius	93.2	medium	DocVQA
41	Qwen2.5-VL-7B-Instruct	Qwen/Qwen2.5-VL-7B-Instruct	Qwen	93.0	medium	DocVQA<sub>test</sub>
42	Qwen2.5-VL-7B-Instruct-GGUF	Qwen/Qwen2.5-VL-7B-Instruct	unsloth	93.0	medium	DocVQA<sub>test</sub>
43	Qwen2.5-VL-7B-Instruct	Qwen/Qwen2.5-VL-7B-Instruct	unsloth	93.0	medium	DocVQA<sub>test</sub>
44	Qwen2.5-VL-7B-Instruct-unsloth-bnb-4bit	Qwen/Qwen2.5-VL-7B-Instruct	unsloth	93.0	medium	DocVQA<sub>test</sub>
45	Qwen2.5-VL-7B-Instruct-bnb-4bit	Qwen/Qwen2.5-VL-7B-Instruct	unsloth	93.0	medium	DocVQA<sub>test</sub>
46	Qwen2.5-VL-7B-Instruct-GGUF	Qwen/Qwen2.5-VL-7B-Instruct	Mungert	93.0	medium	DocVQA<sub>test</sub>
47	Ming-Lite-Omni	inclusionAI/Ling-lite	inclusionAI	93.0	medium	DocVQA_TEST
48	Eagle2.5-8B	Qwen/Qwen2.5-7B-Instruct	nvidia	92.8	medium	DocVQA<sub>test</sub>
49	Qianfan-OCR-GGUF	—	Mungert	92.8	medium	DocVQA
50	NVLM-D-72B	nvidia/NVLM-D-72B	nvidia	92.6	low
51	Pixtral-Large-Instruct-2411	mistralai/Pixtral-Large-Instruct-2411	mistralai	92.3	low	MathVista (CoT) \| MMMU (CoT) \| ChartQA (CoT)
52	Qwen2.5-VL-3B-Instruct	Qwen/Qwen2.5-VL-3B-Instruct	Qwen	91.6	medium	DocVQA<sub>test</sub>
53	Qwen2-VL-7B-Instruct	Qwen/Qwen2-VL-7B	Qwen	91.6	medium	DocVQA<sub>test</sub>
54	Qwen2.5-VL-3B-Instruct-unsloth-bnb-4bit	Qwen/Qwen2.5-VL-3B-Instruct	unsloth	91.6	medium	DocVQA<sub>test</sub>
55	Qwen2.5-VL-3B-Instruct-GGUF	Qwen/Qwen2.5-VL-3B-Instruct	unsloth	91.6	medium	DocVQA<sub>test</sub>
56	Qwen2.5-VL-3B-Instruct-GGUF	Qwen/Qwen2.5-VL-3B-Instruct	Mungert	91.6	medium	DocVQA<sub>test</sub>
57	Qwen2-VL-7B-Instruct-unsloth-bnb-4bit	Qwen/Qwen2-VL-7B-Instruct	unsloth	91.6	medium	DocVQA<sub>test</sub>
58	Qwen2.5-VL-3B-Instruct-bnb-4bit	Qwen/Qwen2.5-VL-3B-Instruct	unsloth	91.6	medium	DocVQA<sub>test</sub>
59	Qwen2.5-VL-3B-Instruct	Qwen/Qwen2.5-VL-3B-Instruct	unsloth	91.6	medium	DocVQA<sub>test</sub>
60	Qwen2-VL-7B-Instruct-bnb-4bit	Qwen/Qwen2-VL-7B-Instruct	unsloth	91.6	medium	DocVQA<sub>test</sub>
61	Qwen2-VL-7B-Instruct	Qwen/Qwen2-VL-7B-Instruct	unsloth	91.6	medium	DocVQA<sub>test</sub>
62	Llama-3.1-Nemotron-Nano-VL-8B-V1	nvidia/Llama-3.1-Nemotron-Nano-VL-8B-V1	nvidia	91.2	medium	DocVQA val
63	Qwen2.5-VL-72B-Instruct	Qwen/Qwen2.5-VL-72B-Instruct	Qwen	91.1	medium	DocVQA_VAL
64	MiniMax-VL-01	MiniMaxAI/MiniMax-VL-01	MiniMaxAI	91.1	medium	DocVQA<sup>*</sup>
65	Qwen2.5-VL-72B-Instruct-GGUF	Qwen/Qwen2.5-VL-72B-Instruct	unsloth	91.1	medium	DocVQA_VAL
66	Qwen2.5-VL-72B-Instruct-GGUF	Qwen/Qwen2.5-VL-72B-Instruct	Mungert	91.1	medium	DocVQA_VAL
67	Qwen2.5-VL-72B-Instruct-bnb-4bit	Qwen/Qwen2.5-VL-72B-Instruct	unsloth	91.1	medium	DocVQA_VAL
68	Qwen2.5-VL-72B-Instruct-unsloth-bnb-4bit	Qwen/Qwen2.5-VL-72B-Instruct	unsloth	91.1	medium	DocVQA_VAL
69	Pixtral-12B-2409	mistralai/Pixtral-12B-Base-2409	mistralai	90.7	medium	DocVQA (ANLS)
70	Perception-LM-1B	facebook/Perception-LM-1B	facebook	90.7	low
71	Perception-LM-8B	facebook/Perception-LM-8B	facebook	90.7	low
72	jina-vlm	Qwen/Qwen3-1.7B-Base	jinaai	90.6	low
73	Mage-VL	microsoft/Mage-VL	microsoft	87.46	medium	MultiDocVQA-val
74	Phi-4-multimodal-instruct	microsoft/Phi-4-multimodal-instruct	microsoft	87.3	medium	s_DocVQA
75	Phi-4-multimodal-instruct	microsoft/Phi-4-multimodal-instruct	Lexius	87.3	medium	s_DocVQA
76	Qwen2-VL-2B-Instruct	Qwen/Qwen2-VL-2B	Qwen	86.9	medium	DocVQA<sub>test</sub>
77	Eagle2-2B	google/paligemma-3b-mix-448	nvidia	86.9	medium	DocVQA<sub>test</sub>
78	Qwen2-VL-2B-Instruct-unsloth-bnb-4bit	Qwen/Qwen2-VL-2B-Instruct	unsloth	86.9	medium	DocVQA<sub>test</sub>
79	Qwen2-VL-2B-Instruct-bnb-4bit	Qwen/Qwen2-VL-2B-Instruct	unsloth	86.9	medium	DocVQA<sub>test</sub>
80	Qwen2-VL-2B-Instruct	Qwen/Qwen2-VL-2B-Instruct	unsloth	86.9	medium	DocVQA<sub>test</sub>
81	Eagle2-2B-GGUF	google/paligemma-3b-mix-448	Mungert	86.9	medium	DocVQA<sub>test</sub>
82	Qwen2-VL-72B-Instruct-bnb-4bit	Qwen/Qwen2-VL-72B-Instruct	unsloth	86.9	medium	DocVQA<sub>test</sub>
83	Qwen2-VL-72B-Instruct	Qwen/Qwen2-VL-72B-Instruct	unsloth	86.9	medium	DocVQA<sub>test</sub>
84	PE-Lang-G14-448	facebook/PE-Lang-G14-448	facebook	81.9	low
85	SmolVLM-Instruct-GGUF	HuggingFaceTB/SmolLM2-1.7B-Instruct	Mungert	81.6	high
86	cogvlm2-llama3-chat-19B	zai-org/cogvlm2-llama3-chat-19B	zai-org	78.2	low	Open Source
87	cogvlm2-llama3-chinese-chat-19B	zai-org/cogvlm2-llama3-chinese-chat-19B	zai-org	78.2	low	Open Source
88	cogvlm2-llama3-chat-19B-int4	zai-org/cogvlm2-llama3-chat-19B	zai-org	78.2	low	Open Source
89	gemma-3-270m	google/gemma-3-270m	google	75.8	medium	[DocVQA][]
90	gemma-3-270m-it	google/gemma-3-270m	google	75.8	medium	[DocVQA][]
91	gemma-3-270m-it-GGUF	google/gemma-3-270m-it	unsloth	75.8	medium	[DocVQA][]
92	gemma-3-270m-it	google/gemma-3-270m-it	unsloth	75.8	medium	[DocVQA][]
93	gemma-3-270m-it-unsloth-bnb-4bit	google/gemma-3-270m-it	unsloth	75.8	medium	[DocVQA][]
94	gemma-3-270m-it-qat-GGUF	google/gemma-3-270m-it-qat-q4_0-unquantized	unsloth	75.8	medium	[DocVQA][]
95	gemma-3-270m	google/gemma-3-270m	unsloth	75.8	medium	[DocVQA][]
96	gemma-3-270m-unsloth-bnb-4bit	google/gemma-3-270m-it	unsloth	75.8	medium	[DocVQA][]
97	gemma-3-270m-it-qat-q4_0-unquantized	google/gemma-3-270m-it	google	75.8	medium	[DocVQA][]
98	gemma-3-270m-it-bnb-4bit	google/gemma-3-270m-it	unsloth	75.8	medium	[DocVQA][]
99	gemma-3-270m-it-qat	google/gemma-3-270m-it-qat-q4_0-unquantized	unsloth	75.8	medium	[DocVQA][]
100	gemma-3-270m-bnb-4bit	google/gemma-3-270m	unsloth	75.8	medium	[DocVQA][]
101	gemma-3-270m-qat-q4_0-unquantized	google/gemma-3-270m	google	75.8	medium	[DocVQA][]
102	gemma-3-270m-it-GGUF	google/gemma-3-270m	Mungert	75.8	medium	[DocVQA][]
103	gemma-3-270m-it-torchao-FP8	google/gemma-3-270m-it	unsloth	75.8	medium	[DocVQA][]
104	gemma-3-1b-it	google/gemma-3-1b-pt	google	72.8	medium	[DocVQA][] (val)
105	gemma-3-4b-it	google/gemma-3-4b-pt	google	72.8	medium	[DocVQA][] (val)
106	gemma-3-270m	google/gemma-3-270m	google	72.8	medium	[DocVQA][] (val)
107	gemma-3-12b-it	google/gemma-3-12b-pt	google	72.8	medium	[DocVQA][] (val)
108	gemma-3-27b-it	google/gemma-3-27b-pt	google	72.8	medium	[DocVQA][] (val)
109	gemma-3-270m-it	google/gemma-3-270m	google	72.8	medium	[DocVQA][] (val)
110	gemma-3-4b-it	google/gemma-3-4b-it	unsloth	72.8	medium	[DocVQA][] (val)
111	gemma-3-1b-it-GGUF	google/gemma-3-1b-it	ggml-org	72.8	medium	[DocVQA][] (val)
112	gemma-3-12b-it-qat-q4_0-unquantized	google/gemma-3-12b-it	google	72.8	medium	[DocVQA][] (val)
113	gemma-3-1b-it	google/gemma-3-1b-it	unsloth	72.8	medium	[DocVQA][] (val)
114	gemma-3-270m-it-GGUF	google/gemma-3-270m-it	unsloth	72.8	medium	[DocVQA][] (val)
115	gemma-3-12b-it-GGUF	google/gemma-3-12b-it	unsloth	72.8	medium	[DocVQA][] (val)
116	gemma-3-4b-pt	google/gemma-3-4b-pt	google	72.8	medium	[DocVQA][] (val)
117	gemma-3-12b-it-qat-GGUF	google/gemma-3-12b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
118	gemma-3-27b-it	google/gemma-3-27b-it	unsloth	72.8	medium	[DocVQA][] (val)
119	gemma-3-1b-pt	google/gemma-3-1b-pt	google	72.8	medium	[DocVQA][] (val)
120	gemma-3-4b-it-GGUF	google/gemma-3-4b-it	ggml-org	72.8	medium	[DocVQA][] (val)
121	gemma-3-4b-it-GGUF	google/gemma-3-4b-it	unsloth	72.8	medium	[DocVQA][] (val)
122	gemma-3-1b-it-GGUF	google/gemma-3-1b-it	unsloth	72.8	medium	[DocVQA][] (val)
123	gemma-3-12b-pt	google/gemma-3-12b	google	72.8	medium	[DocVQA][] (val)
124	gemma-3-12b-it-unsloth-bnb-4bit	google/gemma-3-12b-it	unsloth	72.8	medium	[DocVQA][] (val)
125	gemma-3-4b-it-unsloth-bnb-4bit	google/gemma-3-4b-it	unsloth	72.8	medium	[DocVQA][] (val)
126	gemma-3-12b-it	google/gemma-3-12b-pt	unsloth	72.8	medium	[DocVQA][] (val)
127	gemma-3-270m-it	google/gemma-3-270m-it	unsloth	72.8	medium	[DocVQA][] (val)
128	gemma-3-27b-it-GGUF	google/gemma-3-27b-it	unsloth	72.8	medium	[DocVQA][] (val)
129	gemma-3-1b-it-unsloth-bnb-4bit	google/gemma-3-1b-it	unsloth	72.8	medium	[DocVQA][] (val)
130	gemma-3-4b-it-bnb-4bit	google/gemma-3-4b-it	unsloth	72.8	medium	[DocVQA][] (val)
131	gemma-3-4b-pt	google/gemma-3-4b-pt	unsloth	72.8	medium	[DocVQA][] (val)
132	gemma-3-27b-pt	google/gemma-3-27b-pt	google	72.8	medium	[DocVQA][] (val)
133	gemma-3-12b-it-bnb-4bit	google/gemma-3-12b-it	unsloth	72.8	medium	[DocVQA][] (val)
134	gemma-3-270m-it-unsloth-bnb-4bit	google/gemma-3-270m-it	unsloth	72.8	medium	[DocVQA][] (val)
135	gemma-3-27b-it-GGUF	google/gemma-3-27b-it	ggml-org	72.8	medium	[DocVQA][] (val)
136	gemma-3-12b-pt	google/gemma-3-12b-pt	unsloth	72.8	medium	[DocVQA][] (val)
137	gemma-3-27b-it-bnb-4bit	google/gemma-3-27b-it	unsloth	72.8	medium	[DocVQA][] (val)
138	gemma-3-27b-it-unsloth-bnb-4bit	google/gemma-3-27b-it	unsloth	72.8	medium	[DocVQA][] (val)
139	gemma-3-1b-pt	google/gemma-3-1b-pt	unsloth	72.8	medium	[DocVQA][] (val)
140	gemma-3-12b-it-GGUF	google/gemma-3-12b-it	ggml-org	72.8	medium	[DocVQA][] (val)
141	gemma-3-4b-it-qat-GGUF	google/gemma-3-4b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
142	gemma-3-270m-it-qat-GGUF	google/gemma-3-270m-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
143	gemma-3-12b-it-qat-bnb-4bit	google/gemma-3-12b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
144	gemma-3-270m	google/gemma-3-270m	unsloth	72.8	medium	[DocVQA][] (val)
145	gemma-3-12b-it-qat-int4-GGUF	google/gemma-3-12b-it-qat-int4-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
146	gemma-3-4b-it-qat-q4_0-gguf	google/gemma-3-4b-it	google	72.8	medium	[DocVQA][] (val)
147	gemma-3-4b-it-qat-q4_0-unquantized	google/gemma-3-4b-it	google	72.8	medium	[DocVQA][] (val)
148	gemma-3-4b-pt-bnb-4bit	google/gemma-3-4b-pt	unsloth	72.8	medium	[DocVQA][] (val)
149	gemma-3-27b-it-qat-GGUF	google/gemma-3-27b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
150	gemma-3-12b-it-qat-q4_0-gguf	google/gemma-3-12b-it	google	72.8	medium	[DocVQA][] (val)
151	gemma-3-1b-it-bnb-4bit	google/gemma-3-1b-it	unsloth	72.8	medium	[DocVQA][] (val)
152	gemma-3-1b-it-qat-q4_0-gguf	google/gemma-3-1b-it	google	72.8	medium	[DocVQA][] (val)
153	gemma-3-4b-pt-unsloth-bnb-4bit	google/gemma-3-4b-pt	unsloth	72.8	medium	[DocVQA][] (val)
154	gemma-3-270m-unsloth-bnb-4bit	google/gemma-3-270m-it	unsloth	72.8	medium	[DocVQA][] (val)
155	gemma-3-12b-it-qat	google/gemma-3-12b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
156	gemma-3-1b-pt-unsloth-bnb-4bit	google/gemma-3-1b-pt	unsloth	72.8	medium	[DocVQA][] (val)
157	gemma-3-4b-it-FP8-Dynamic	google/gemma-3-4b-it	unsloth	72.8	medium	[DocVQA][] (val)
158	gemma-3-270m-it-qat-q4_0-unquantized	google/gemma-3-270m-it	google	72.8	medium	[DocVQA][] (val)
159	gemma-3-12b-pt-bnb-4bit	google/gemma-3-12b-pt	unsloth	72.8	medium	[DocVQA][] (val)
160	gemma-3-12b-it-qat-int4-unquantized	google/gemma-3-12b-it	google	72.8	medium	[DocVQA][] (val)
161	gemma-3-27b-it-GGUF	google/gemma-3-27b-pt	Mungert	72.8	medium	[DocVQA][] (val)
162	gemma-3-27b-it-qat-q4_0-unquantized	google/gemma-3-27b-it	google	72.8	medium	[DocVQA][] (val)
163	gemma-3-12b-pt-unsloth-bnb-4bit	google/gemma-3-12b-pt	unsloth	72.8	medium	[DocVQA][] (val)
164	gemma-3-270m-it-bnb-4bit	google/gemma-3-270m-it	unsloth	72.8	medium	[DocVQA][] (val)
165	gemma-3-27b-it-qat-q4_0-gguf	google/gemma-3-27b-it	google	72.8	medium	[DocVQA][] (val)
166	gemma-3-27b-it-qat-q4_0-GGUF	google/gemma-3-27b-it	Mungert	72.8	medium	[DocVQA][] (val)
167	gemma-3-270m-it-qat	google/gemma-3-270m-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
168	gemma-3-4b-it-qat-bnb-4bit	google/gemma-3-4b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
169	gemma-3-1b-pt-bnb-4bit	google/gemma-3-1b-pt	unsloth	72.8	medium	[DocVQA][] (val)
170	gemma-3-27b-pt	google/gemma-3-27b-pt	unsloth	72.8	medium	[DocVQA][] (val)
171	gemma-3-12b-it-FP8-Dynamic	google/gemma-3-12b-pt	unsloth	72.8	medium	[DocVQA][] (val)
172	gemma-3-270m-bnb-4bit	google/gemma-3-270m	unsloth	72.8	medium	[DocVQA][] (val)
173	gemma-3-1b-it-qat-int4-unquantized	google/gemma-3-1b-it	google	72.8	medium	[DocVQA][] (val)
174	gemma-3-27b-pt-bnb-4bit	google/gemma-3-27b-pt	unsloth	72.8	medium	[DocVQA][] (val)
175	gemma-3-12b-it-qat-unsloth-bnb-4bit	google/gemma-3-12b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
176	gemma-3-270m-qat-q4_0-unquantized	google/gemma-3-270m	google	72.8	medium	[DocVQA][] (val)
177	gemma-3-12b-pt-qat-q4_0-gguf	google/gemma-3-12b-pt	google	72.8	medium	[DocVQA][] (val)
178	gemma-3-270m-it-GGUF	google/gemma-3-270m	Mungert	72.8	medium	[DocVQA][] (val)
179	gemma-3-4b-it-qat	google/gemma-3-4b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
180	gemma-3-270m-it-torchao-FP8	google/gemma-3-270m-it	unsloth	72.8	medium	[DocVQA][] (val)
181	gemma-3-1b-it-qat-q4_0-unquantized	google/gemma-3-1b-it	google	72.8	medium	[DocVQA][] (val)
182	gemma-3-1b-it-qat	google/gemma-3-1b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
183	gemma-3-27b-it-qat	google/gemma-3-27b-it-qat-q4_0-unquantized	unsloth	72.8	medium	[DocVQA][] (val)
184	gemma-3-4b-pt-qat-q4_0-gguf	google/gemma-3-4b-pt	google	72.8	medium	[DocVQA][] (val)
185	Eagle2-1B	google/paligemma-3b-mix-448	nvidia	70.0	medium	DocVQA<sub>test</sub>
186	Eagle2-1B-GGUF	google/paligemma-3b-mix-448	Mungert	70.0	medium	DocVQA<sub>test</sub>
187	nemotron-colembed-vl-4b-v2	nvidia/nemotron-colembed-vl-4b-v2	nvidia	68.05	low
188	nemotron-colembed-vl-8b-v2	nvidia/nemotron-colembed-vl-8b-v2	nvidia	68.05	low
189	granite-vision-3.2-2b	ibm-granite/granite-vision-3.2-2b	unsloth	66.0	medium	DocVQA
190	omni-embed-nemotron-3b	nvidia/omni-embed-nemotron-3b	nvidia	59.2	high
191	SmolVLM-256M-Instruct-GGUF	HuggingFaceTB/SmolLM2-135M-Instruct	Mungert	58.3	high
192	t5gemma-2-270m-270m	google/t5gemma-2-270m-270m	google	41.6	medium	[DocVQA] (val)
193	t5gemma-2-4b-4b	google/t5gemma-2-4b-4b	google	41.6	medium	[DocVQA] (val)
194	t5gemma-2-1b-1b	google/t5gemma-2-1b-1b	google	41.6	medium	[DocVQA] (val)
195	paligemma2-3b-ft-docci-448	google/paligemma2-3b-ft-docci-448	google	39.9	medium	[DocVQA][] (val)
196	paligemma2-3b-pt-448	google/paligemma2-3b-pt-448	google	39.9	medium	[DocVQA][] (val)
197	paligemma2-3b-mix-224	google/paligemma2-3b-mix-224	google	39.9	medium	[DocVQA][] (val)
198	paligemma2-3b-mix-448	google/paligemma2-3b-mix-448	google	39.9	medium	[DocVQA][] (val)
199	paligemma2-3b-pt-224	google/paligemma2-3b-pt-224	google	39.9	medium	[DocVQA][] (val)
200	paligemma2-10b-mix-448	google/paligemma2-10b-mix-448	google	39.9	medium	[DocVQA][] (val)
201	paligemma2-10b-pt-224	google/paligemma2-10b-pt-224	google	39.9	medium	[DocVQA][] (val)
202	paligemma2-3b-pt-896	google/paligemma2-3b-pt-896	google	39.9	medium	[DocVQA][] (val)
203	paligemma2-10b-mix-224	google/paligemma2-10b-mix-224	google	39.9	medium	[DocVQA][] (val)
204	paligemma2-10b-ft-docci-448	google/paligemma2-10b-ft-docci-448	google	39.9	medium	[DocVQA][] (val)
205	paligemma2-28b-pt-896	google/paligemma2-28b-pt-896	google	39.9	medium	[DocVQA][] (val)
206	paligemma2-10b-pt-448	google/paligemma2-10b-pt-448	google	39.9	medium	[DocVQA][] (val)
207	paligemma2-10b-pt-896	google/paligemma2-10b-pt-896	google	39.9	medium	[DocVQA][] (val)
208	paligemma2-28b-pt-448	google/paligemma2-28b-pt-448	google	39.9	medium	[DocVQA][] (val)
209	paligemma2-28b-mix-448	google/paligemma2-28b-mix-448	google	39.9	medium	[DocVQA][] (val)
210	paligemma2-28b-pt-224	google/paligemma2-28b-pt-224	google	39.9	medium	[DocVQA][] (val)
211	paligemma2-3b-pt-448-keras	google/paligemma2-3b-pt-448-keras	google	39.9	medium	[DocVQA][] (val)
212	paligemma2-3b-pt-224-keras	google/paligemma2-3b-pt-224-keras	google	39.9	medium	[DocVQA][] (val)
213	paligemma2-3b-pt-896-keras	google/paligemma2-3b-pt-896-keras	google	39.9	medium	[DocVQA][] (val)
214	paligemma2-10b-pt-448-keras	google/paligemma2-10b-pt-448-keras	google	39.9	medium	[DocVQA][] (val)
215	paligemma2-10b-pt-896-keras	google/paligemma2-10b-pt-896-keras	google	39.9	medium	[DocVQA][] (val)
216	paligemma2-10b-pt-224-keras	google/paligemma2-10b-pt-224-keras	google	39.9	medium	[DocVQA][] (val)
217	Nemotron-3.5-Content-Safety	nvidia/Nemotron-3.5-Content-Safety	nvidia	6.0	medium	DocVQA
218	Nemotron-3-Content-Safety	google/gemma-3-4b-it	nvidia	5.8	medium	DocVQA