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High-resolution Visual Understanding on HR-Bench 4K

96.5FSP

RTWI

Updated 9d ago

Evaluation Results

Method	Links
RTWI 2026.02		96.5	78.8	-
Deepconf 2026.02		96	76.5	-
Self-Cer. 2026.02		96	76.5	-
CISC 2026.02		95.8	77.5	-
SC 2026.02		95.3	77	-
Base 2026.02		93.8	72	-
ZwZ-Qwen2.5-VL-7B + Q-Zoom 2026.04		93.8	65.3	79.5
ZwZ-Qwen3-VL-4B + Q-Zoom 2026.04		93	69.5	81.3
Qwen2.5-VL-7B + SD-RPN 2026.04		92.5	64.5	78.5
Qwen3-VL-4B + SD-RPN 2026.04		92.3	69.5	80.9
RTWI 2026.02		91.5	65.5	-
Qwen2.5-VL-7B + DeepEyes 2026.04		91.3	59	75.1
Qwen2.5-VL-7B + Q-Zoom 2026.04		91.3	65.8	78.5
Qwen2.5-VL-7B + Thyme 2026.04		91	63	77
Qwen3-VL-4B + Q-Zoom 2026.04		89.8	70.8	80.3
SC 2026.02		89.5	61	-
Deepconf 2026.02		89.5	62.5	-
Self-Cer. 2026.02		89.5	61	-
Qwen2.5-VL-3B + Q-Zoom 2026.04		88.8	54.8	71.8
Qwen2.5-VL-3B + SD-RPN 2026.04		88	58.3	73.1
CISC 2026.02		87.8	59.8	-
Qwen3-VL-4B 2026.04		85.8	63.8	74.8
ZwZ-Qwen3-VL-4B 2026.04		85.8	66.3	76
ZwZ-Qwen2.5-VL-7B 2026.04		84	64	74
Base 2026.02		83	57.3	-
Qwen2.5-VL-7B 2026.04		81.8	62.8	72.5
Qwen2.5-VL-3B 2026.04		80.5	52	66.3
LLaVA-1.5-13B + ViCrop 2026.04		66.3	40.3	53.3
LLaVA-1.5-7B + ViCrop 2026.04		60.8	34.8	47.8
LLaVA-1.5-13B + Q-Zoom 2026.04		59.3	44.8	52
LLaVA-1.5-7B + SD-RPN 2026.04		59	35.5	47.3
LLaVA-1.5-7B + Q-Zoom 2026.04		58.8	35.8	47.1
LLaVA-1.5-13B + SD-RPN 2026.04		58.8	47	52.9
LLaVA-1.5-13B + S2 2026.04		51.8	46.5	49.1
LLaVA-1.5-7B + S2 2026.04		49.8	38.3	44
LLaVA-1.5-13B 2026.04		41.5	44.5	43
LLaVA-1.5-7B 2026.04		39.5	35.5	37.5
Qwen2.5-VL-7B + DeepEyesv2 2026.04		-	-	77.9