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Papers Benchmarks Datasets Tasks

Commentary Generation research benchmarks · SOTA2 Research

Commentary Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Qwen2.5-VL-7B-Instruct

81Alignment

12

Mar 4, 2026

0.64Alignment

12

Mar 4, 2026

LLaVA-NeXT-Video-7B-hf

65Alignment Score

12

Mar 4, 2026

SN-Caption (test-align)

31.3BLEU@1

3

Feb 26, 2026

Bench2Drive CARLA v0.9.15 (val)

51.8Commentary Quality Score

2

Jun 15, 2026

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RACE Bench2Drive SN-Caption Fighting

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