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Visual Question Answering on HRBench 8K

76.25Accuracy

FOCUS

Updated 3d ago

Evaluation Results

Method	Links
FOCUS 2025.06		76.25
DeepEyes-7B 2026.02		72.6
Thyme-7B 2026.02		72.4
ViLAVT-7B 2026.02		69.3
UG-Search 2025.10		68.9
Qwen-2.5-VL 2025.06		68.62
Pixel-Reasoner-7B 2026.02		66.9
ZoomEye 2025.10		66.5
UG-Search 2025.10		66.3
CropVLM 2025.11		65.63
Qwen2.5-VL-7B 2026.02		65.1
Qwen2.5-VL-7B 2026.02		64.9
Qwen 2.5 VL 2025.11		63.88
CropVLM 2025.11		63.63
CropVLM 2025.11		63.25
CropVLM 2025.11		63
InternVL3-8B 2026.02		62
Qwen 2.5 VL + CropVLM 2025.11		60.75
CropVLM 2025.11		60.75
LLaVA-OneVision-7B 2026.02		59.8
Thyme 2025.10		59
LLaVA-OV-7B 2025.10		58.4
VILASR-7B 2026.02		56.3
Qwen2.5-VL-7B 2025.10		53.1
ViCrop 2025.10		51.9
TextCoT 2025.10		50.6
SpaceR-7B 2026.02		49.8
Qwen 2.5 VL + ViCrop (rel-att) 2025.11		47.38
Qwen 2.5 VL + UV-CoT 2025.11		47.25
Qwen 2.5 VL + ViCrop (grad-att) 2025.11		46
MRoPE 2026.03		45.13
Qwen 2.5 VL 2025.11		44.5
Qwen 2.5 VL 3B 2025.11		44.5
Vanilla RoPE 2026.03		44.12
MRoPE-I 2026.03		43.88
MRoPE-I 2026.03		43.75
Vanilla RoPE 2026.03		42.63
MRoPE 2026.03		42.25
CropVLM 2025.11		40.5
LLaVA 1.5 + CropVLM 2025.11		39.88
CropVLM 2025.11		39.88
CropVLM 2025.11		39.5
CropVLM 2025.11		38.88
CropVLM 2025.11		38.38
LLaVA 1.5 + ViCrop (grad-att) 2025.11		37.12
GPT 4.1 nano 2025.11		36.88
LLaVA 1.5 + ViCrop (rel-att) 2025.11		36.5
LLaVA 1.5 + UV-CoT 2025.11		35.88
CropVLM 2025.11		35.88
LLaVA 1.5 2025.11		34.65
LLaVA 1.5 7B 2025.11		34.65