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SotA/Time Series/Action Recognition/UCF101 (finetuned)

Action Recognition on UCF101 (finetuned)

Metric: 3-fold Accuracy (higher is better)

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#Model↕3-fold Accuracy▼Extra DataPaperDate↕Code
1BraVe:V-FA (TSM-50x2)95.7NoBroaden Your Views for Self-Supervised Video Lea...2021-03-30Code
2XDC95.5NoSelf-Supervised Learning by Cross-Modal Audio-Vi...2019-11-28Code
3CVRL (R3D-152 2x; K600)93.9NoSpatiotemporal Contrastive Video Representation ...2020-08-09Code
4ELo93.8NoEvolving Losses for Unsupervised Video Represent...2020-02-26-
5CVRL (R3D-50; K600)93.4NoSpatiotemporal Contrastive Video Representation ...2020-08-09Code
6CVRL (R3D-50; K400)92.2NoSpatiotemporal Contrastive Video Representation ...2020-08-09Code
7AVID91.5NoAudio-Visual Instance Discrimination with Cross-...2020-04-27Code
8MMV91.5NoSelf-Supervised MultiModal Versatile Networks2020-06-29Code
9ViCC (S3D; R+F)90.5NoSelf-supervised Video Representation Learning wi...2021-06-18Code
10AVTS89NoCooperative Learning of Audio and Video Models f...2018-06-30-
11ViCC (R2+1D; R+F)88.8NoSelf-supervised Video Representation Learning wi...2021-06-18Code
12CoCLR87.9NoSelf-supervised Co-training for Video Representa...2020-10-19Code
13ViCC (S3D; RGB)84.3NoSelf-supervised Video Representation Learning wi...2021-06-18Code
14ViCC (R2+1D; RGB)82.8NoSelf-supervised Video Representation Learning wi...2021-06-18Code