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Papers Benchmarks Datasets Tasks

Fine-Grained Perception & Understanding research benchmarks · SOTA2 Research

Fine-Grained Perception & Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OVD-Eval (test)

Qwen2.5-VL-7B + SSL-R1

36.5Accuracy

9

Apr 23, 2026

LISA-Grounding (test)

Qwen2.5-VL-7B + Visual Jigsaw

74.79Accuracy

9

Apr 23, 2026

MME-RealWorld lite

Qwen2.5-VL-7B + SSL-R1

49.87Accuracy

9

Apr 23, 2026

Qwen2.5-VL-7B + Visual Jigsaw

82.2Accuracy

9

Apr 23, 2026

MMBench en (dev)

ThinkLite-VL-7B

84.19Accuracy

9

Apr 23, 2026

Qwen2.5-VL-7B + SSL-R1

62.81Accuracy

9

Apr 23, 2026

Qwen2.5-VL-7B + SSL-R1

60Accuracy

9

Apr 23, 2026

Popular datasets

MMBench MMStar MME-RealWorld MMVP V*

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