GTEA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Temporal Action Segmentation | GTEA | F1 Score @ 10% Threshold94.1 | 105 | |
| Action Segmentation | GTEA | Accuracy84 | 49 | |
| Temporal Action Localization | GTEA (test) | mAP@0.177.9 | 25 | |
| Action Segmentation | GTEA (test) | F1@10%92.9 | 25 | |
| Action Segmentation | GTEA | F1@1095.7 | 23 | |
| Temporal Action Segmentation | GTEA 23 | F1@10%97 | 19 | |
| Action segmentation | GTEA (full) | Edit Score92.1 | 16 | |
| Action Segmentation | GTEA | Accuracy68.5 | 15 | |
| Egocentric Activity Recognition | GTEA 61 | Accuracy80.01 | 14 | |
| Egocentric Activity Recognition | GTEA 71 | Accuracy78.14 | 13 | |
| Egocentric Activity Recognition | GTEA 61 (fixed split) | Accuracy79.31 | 13 | |
| Temporal Action Localization | GTEA | mAP@0.172.6 | 12 | |
| Action Segmentation | GTEA | F1@10%90.3 | 7 | |
| Action Segmentation | GTEA | Accuracy68.5 | 7 | |
| Egocentric Activity Recognition | GTEA Gaze+ | Accuracy66.4 | 5 | |
| Unsupervised Action Segmentation | GTEA | F1 Score @ 5s81.92 | 3 |
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