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Fine-grained Perception on HR-Bench 4K (FSP, FCP, Over.)

84.8Overall Score

BVS

Updated 17d ago

Evaluation Results

Method	Links
BVS 2026.07		84.8	96.8	72.8
BVS-Qwen3VL-8B 2026.07		84.8	96.8	72.8
BVS 2026.07		82.4	91.5	73.3
Qwen3-VL-8B-w tool 2026.07		82.3	-	-
ZoomEye 2026.07		82.1	91.3	72.8
ViCrop 2026.07		80.1	89.3	71
RAP 2026.07		79.9	91	68.8
w/o reasoning 2026.07		79.6	89	70.3
ZoomEye 2026.07		78.8	92.5	65
ViCrop 2026.07		78.5	93	64
w/o reasoning 2026.07		77.9	92	63.8
BVS 2026.07		77.6	94.8	60.5
Mini-o3-7B 2026.07		77.5	-	-
TreeVGR-7B 2026.07		77.1	90.3	64
Thyme-7B 2026.07		77	91	63
Thyme 2026.07		77	91	63
SaGe-7B 2026.07		76.5	94	59
Simple O3-7B 2026.07		76.2	-	-
RAP 2026.07		75.9	91.5	60.3
InternVL3 2026.07		75.5	84.5	66.5
DeepEyes-7B 2026.07		75.1	91.3	59
DeepEyes 2026.07		75.1	91.3	59
ViCrop 2026.07		74	89.5	58.5
Vision-R1 2026.07		74	88.5	59.5
Qwen2.5-VL 2026.07		73.4	87.5	59.3
Pixel-Reasoner 2026.07		72.9	86	60.3
SaGe-3B 2026.07		72	89	55
ZoomEye 2026.07		71.3	84.3	58.3
InternVL3 2026.07		70.8	79.3	62.3
LVR 2026.07		69.6	79.3	60
RAP 2026.07		68.8	80	57.5
Qwen2.5-VL 2026.07		68.8	85.2	52.2
BVS 2026.07		67.9	83.5	52.3
GPT-5-Mini 2026.07		66.3	-	-
LLaVA-OV 2026.07		66.3	76.5	56
Qwen2.5-VL 2026.07		66	82.3	49.8
GPT-4o 2026.07		65	66.8	63.3
ViCrop 2026.07		64.3	80.3	48.3
LLaVA-OV 2026.07		64.3	74.8	53.8
w/o reasoning 2026.07		63.6	70.5	56.8
RAP 2026.07		62.6	77.5	47.8
ZoomEye 2026.07		62	78	46
w/o reasoning 2026.07		49.5	56.5	42.5