# Temporal Action Localization (Verb) on EPIC-Kitchens 100 (val) Source: [Temporal Action Localization (Verb) on EPIC-Kitchens 100 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:58.461Z Evaluation of Temporal Action Localization performance for verb classes on the validation split of the EPIC-Kitchens 100 dataset, typically measured using Mean Average Precision (mAP) across various Intersection over Union (IoU) thresholds. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Temporal Action Localization (Verb) | | Dataset (including any stated split) | EPIC-Kitchens 100 (val) | | Metric | mAP@0.1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [mAP@0.1](): Higher is better; unit: PERCENT. - [mAP@0.2](): Higher is better; unit: PERCENT. - [mAP@0.3](): Higher is better; unit: PERCENT. - [mAP@0.4](): Higher is better; unit: PERCENT. - [mAP@0.5](): Higher is better; unit: PERCENT. - [Average mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP@0.1 | Result date | Report paper | | --- | --- | --- | --- | | AdaTAD | 33.1 | Not recorded | 68fa72f91e209131cea59b10 | | ActionFormer | 32.7 | Not recorded | 68fa72f91e209131cea59b10 | | TriDet | 28.6 | Not recorded | 68fa72f91e209131cea59b10 | | ASL | 27.9 | Not recorded | 68fa708c1e209131cea4bb0c | | ASL | 27.9 | Not recorded | 68fa72f91e209131cea59b10 | | ActionFormer | 26.6 | Not recorded | 68fa6d4b1e209131cea38d61 | | Actionformer | 26.6 | Not recorded | 68fa708c1e209131cea4bb0c | | ActionFormer | 26.6 | Not recorded | 68fa72f91e209131cea59b10 | | AdaTAD | 26.5 | Not recorded | 68fa72f91e209131cea59b10 | | G-TAD | 12.1 | Not recorded | 68fa6d4b1e209131cea38d61 | | G-TAD | 12.1 | Not recorded | 68fa708c1e209131cea4bb0c | | G-TAD | 12.1 | Not recorded | 68fa72f91e209131cea59b10 | | AGT | 12.01 | Not recorded | 68fa69281e209131cea20695 | | BMN | 10.8 | Not recorded | 68fa6d4b1e209131cea38d61 | | BMN | 10.8 | Not recorded | 68fa708c1e209131cea4bb0c | | BMN | 10.8 | Not recorded | 68fa72f91e209131cea59b10 | | Damen et al. | 10.51 | Not recorded | 68fa69281e209131cea20695 | | AGT | 7.78 | Not recorded | 68fa69281e209131cea20695 | | Damen et al. | 6.78 | Not recorded | 68fa69281e209131cea20695 | ### AdaTAD mAP@0.1: 33.1. Result ID: 6992a6223a6c31484910647a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":true,"Backbone":"VideoMAE-L"}. This record does not assert independent reproduction. ### ActionFormer mAP@0.1: 32.7. Result ID: 6992a6223a6c314849106479. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":false,"Backbone":"VideoMAE-L"}. This record does not assert independent reproduction. ### TriDet mAP@0.1: 28.6. Result ID: 6992a6223a6c314849106477. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### ASL mAP@0.1: 27.9. Result ID: 6991469f3a6c31484906fa90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### ASL mAP@0.1: 27.9. Result ID: 6992a6223a6c314849106476. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### ActionFormer mAP@0.1: 26.6. Result ID: 698f9ace3a6c314849fa766a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"SlowFast"}. This record does not assert independent reproduction. ### Actionformer mAP@0.1: 26.6. Result ID: 6991469f3a6c31484906fa8f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### ActionFormer mAP@0.1: 26.6. Result ID: 6992a6223a6c314849106475. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### AdaTAD mAP@0.1: 26.5. Result ID: 6992a6223a6c314849106478. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":true,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### G-TAD mAP@0.1: 12.1. Result ID: 698f9ace3a6c314849fa7669. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"SlowFast"}. This record does not assert independent reproduction. ### G-TAD mAP@0.1: 12.1. Result ID: 6991469f3a6c31484906fa8e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### G-TAD mAP@0.1: 12.1. Result ID: 6992a6223a6c314849106474. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### AGT mAP@0.1: 12.01. Result ID: 698d9a4f8b517eb433229ede. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BMN mAP@0.1: 10.8. Result ID: 698f9ace3a6c314849fa7668. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SlowFast"}. This record does not assert independent reproduction. ### BMN mAP@0.1: 10.8. Result ID: 6991469f3a6c31484906fa8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### BMN mAP@0.1: 10.8. Result ID: 6992a6223a6c314849106473. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### Damen et al. mAP@0.1: 10.51. Result ID: 698d9a4f8b517eb433229edd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AGT mAP@0.1: 7.78. Result ID: 698d9a4f8b517eb433229ee2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Damen et al. mAP@0.1: 6.78. Result ID: 698d9a4f8b517eb433229ee1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.