Action Detection on UCF-101-24 (test)
90.7F1 Score (IoU=0.5)BMViT
Evaluation results
| Method | Links | |
|---|---|---|
| BMViTClosed-set=true, Training=Full-finetuning2025.04 | 90.7 | |
| STARClosed-set=true, Training=Full-finetuning2025.04 | 90.3 | |
| SiA-B16Closed-set=true, Training=Full-finetuning2025.04 | 88.5 | |
| YOWOv2Closed-set=true, Training=Full-finetuning2025.04 | 87 | |
| EVADClosed-set=true, Training=Full-finetuning2025.04 | 85.1 | |
| HITClosed-set=true, Training=Full-finetuning2025.04 | 84.8 | |
| STMixerClosed-set=true, Training=Full-finetuning2025.04 | 83.7 | |
| TubeRClosed-set=true, Training=Full-finetuning2025.04 | 81.3 | |
| YOWOClosed-set=true, Training=Full-finetuning2025.04 | 75.7 | |
| SiA-B16 + NWS + AWSTraining Data=AVA-Kinetics without Kinetics-700 labels, NWS=true, AWS=true2025.04 | 42.6 | |
| SiA-B16 + NWSTraining Data=AVA-Kinetics without Kinetics-700 labels, NWS=true, AWS=false2025.04 | 36.7 | |
| SiA-B16Training Data=AVA-Kinetics without Kinetics-700 labels, NWS=false, AWS=false2025.04 | 33.7 | |
| ViCLIPTraining Data=AVA-Kinetics without Kinetics-700 labels, Evaluation Mode=Open-vocabulary2025.04 | 25.5 | |
| LanguageBindTraining Data=AVA-Kinetics without Kinetics-700 labels, Evaluation Mode=Open-vocabulary2025.04 | 25.2 | |
| X-CLIPTraining Data=AVA-Kinetics without Kinetics-700 labels, Evaluation Mode=Open-vocabulary2025.04 | 19.6 |