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Video Captioning research benchmarks – Page 4 · SOTA2 Research

Video Captioning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

InternVL2.5-1B-Instruct

33.2BLEU

3

Mar 4, 2026

TVC public server (test)

65CIDEr

3

Feb 27, 2026

VATEX public server (test)

96.6CIDEr

3

Feb 27, 2026

3CA

3

Feb 26, 2026

ViCaS 1.0 (val)

3CA

3

Feb 26, 2026

MSR-VTT 1.0 (test)

BLIP4video+SMILE

20.6Avg Caption Length

3

Feb 26, 2026

Dream-1K original (test)

69.8Better-GPT

2

Feb 26, 2026

MoVid original (test)

71.6Better-GPT Score

2

Feb 26, 2026

MotionBench original (test)

Original Dataset Annotation

52.3Better-GPT

2

Feb 26, 2026

0.339ROUGE-L

2

Feb 26, 2026

37.89BLEU-1

2

Feb 26, 2026

MUGEN-GAME (unseen)

7.8BLEU-4

1

Feb 26, 2026

MSRVTT 1k-A (test)

—

—BLEU@4

0

Feb 26, 2026

VATEX public server

—

—CIDEr

0

Feb 26, 2026

Page 4 of 4

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