Temporal Action Localization On Activitynet
평가 지표
mAP
mAP IOU@0.5
mAP IOU@0.75
mAP IOU@0.95
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | mAP | mAP IOU@0.5 | mAP IOU@0.75 | mAP IOU@0.95 |
|---|---|---|---|---|
| end-to-end-temporal-action-detection-with-1b | 41.93 | 61.72 | 43.35 | 10.85 |
| bsn-complementary-boundary-regressor-with | 34.88 | 51.27 | 35.70 | 8.33 |
| proposal-relation-network-for-temporal-action | 39.4 | 57.9 | - | - |
| tsp-temporally-sensitive-pretraining-of-video | 35.81 | 51.26 | 37.12 | 9.29 |
| graph-convolutional-module-for-temporal | 34.24 | 51.03 | 35.17 | 7.44 |
| bsn-boundary-sensitive-network-for-temporal | 30.03 | 46.45 | 29.96 | 8.02 |
| temporal-action-detection-with-global | 36.5 | - | - | - |
| end-to-end-temporal-action-detection-with | 36.75 | 53.62 | 37.52 | 10.56 |
| a-pursuit-of-temporal-accuracy-in-general | 32.26 | 39.12 | - | - |
| boundary-content-graph-neural-network-for | 34.26 | 50.56 | 34.75 | 9.37 |
| an-empirical-study-of-end-to-end-temporal | 35.10 | 50.47 | 35.99 | 10.83 |
| internvideo2-scaling-video-foundation-models | 41.2 | - | - | - |
| improve-temporal-action-proposals-using | 35.61 | 52.51 | 36.10 | 7.12 |
| low-fidelity-video-encoder-optimization-for | 34.96 | 50.91 | 35.86 | 8.79 |
| unimd-towards-unifying-moment-retrieval-and | 39.83 | 60.29 | - | - |
| enhancing-temporal-action-localization | 42.9 | 64.1 | 44.0 | 10.6 |
| video-mamba-suite-state-space-model-as-a | 42.02 | 62.43 | 43.49 | 10.23 |
| hear-me-out-fusional-approaches-for-audio | 36.82 | 54.34 | 37.66 | 8.93 |
| internvideo-general-video-foundation-models | 39.00 | - | - | - |
| video-self-stitching-graph-network-for | 35.94 | 53.26 | 36.76 | 8.12 |
| internvideo2-scaling-video-foundation-models | 40.4 | - | - | - |
| tridet-temporal-action-detection-with | 36.8 | 54.7 | 38.0 | 8.4 |
| temporal-context-aggregation-network-for | 37.56 | 54.33 | 39.13 | 8.41 |
| unloc-a-unified-framework-for-video | - | 59.3 | - | - |
| self-supervised-learning-for-semi-supervised | 34.48 | 50.72 | 35.28 | 7.87 |
| proposal-relation-network-for-temporal-action | 42.0 | 59.7 | - | - |
| bmn-boundary-matching-network-for-temporal | 33.85 | 50.07 | 34.78 | 8.29 |
| dcan-improving-temporal-action-detection-via | 35.39 | 51.78 | 35.98 | 9.45 |
| boundary-sensitive-pre-training-for-temporal | 34.75 | 50.94 | 35.61 | 7.98 |
| g-tad-sub-graph-localization-for-temporal | 34.09 | 50.36 | 34.60 | 9.02 |
| graph-convolutional-networks-for-temporal | 31.11 | 48.26 | 33.16 | 3.27 |
| proposal-relation-network-for-temporal-action | 37.5 | 55.5 | - | - |
| actionformer-localizing-moments-of-actions | 36.6 | 54.7 | 37.8 | 8.4 |