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SotA/Computer Vision/Video Captioning/ActivityNet Captions

Video Captioning on ActivityNet Captions

Metric: BLEU-3 (higher is better)

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#Model↕BLEU-3▼Extra DataPaperDate↕Code
1COOT (ae-test split) - Only Appearance features17.43NoCOOT: Cooperative Hierarchical Transformer for V...2020-11-01Code
2TSP4.16NoTSP: Temporally-Sensitive Pretraining of Video E...2020-11-23Code
3BMT3.84NoA Better Use of Audio-Visual Cues: Dense Video C...2020-05-17Code
4iPerceive (Chadha et al., 2020)2.93NoiPerceive: Applying Common-Sense Reasoning to Mu...2020-11-16-
5MDVC2.6NoMulti-modal Dense Video Captioning2020-03-17Code