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Papers Benchmarks Datasets Tasks

Visual Commonsense Reasoning (Q→A) research benchmarks · SOTA2 Research

Visual Commonsense Reasoning (Q→A)

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VCR Shortcut Mitigated Evaluation SM (test)

VILLA (MAD*) [ROBERTa/CLIP-V]

76.32Q->A Accuracy (100%)

13

Feb 26, 2026

VCR Standard Evaluation (test)

VILLA (MAD*) [ROBERTa/CLIP-V]

61.49Q->A Accuracy (3%, 1000 SP/C)

13

Feb 26, 2026

79.4Accuracy

8

Feb 26, 2026

VCR sampled 5000 (val)

0.84Accuracy

7

Jun 19, 2026

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