Action Recognition on Kinetics standard (meta-test)
94.7AccuracyName Tuning
Evaluation results
| Method | Links | |
|---|---|---|
| Name TuningMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.06 | 94.7 | |
| VL-PrototypeMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.06 | 93.5 | |
| VL-PrototypeMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.06 | 92.9 | |
| Linear ProbeMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.06 | 92.7 | |
| CoOpMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.06 | 92.7 | |
| CoNaMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.06 | 92 | |
| CoNaMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.06 | 92 | |
| CoOpMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.06 | 91.7 | |
| Name TuningMeta-training Free=true, Backbone=MILES, Protocol=5-shot 5-way2024.06 | 90.8 | |
| Linear ProbeMeta-training Free=true, Backbone=CLIP, Protocol=5-shot 5-way2024.06 | 89.2 | |
| AMeFu-NetMeta-training Free=false, Protocol=5-shot 5-way2024.06 | 86.8 | |
| Linear ProbeMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.06 | 86.8 | |
| CoOpMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.06 | 86.7 | |
| CoNaMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.06 | 86.5 | |
| OTAMMeta-training Free=false, Protocol=5-shot 5-way2024.06 | 85.8 | |
| Name TuningMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.06 | 85.8 | |
| VL-PrototypeMeta-training Free=true, Backbone=VideoCLIP, Protocol=5-shot 5-way2024.06 | 85 |