# Temporal Action Localization (Noun) on EPIC-Kitchens 100 (val) Source: [Temporal Action Localization (Noun) on EPIC-Kitchens 100 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:58.480Z Evaluation of Temporal Action Localization performance focusing specifically on the Noun class predictions 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 (Noun) | | Dataset (including any stated split) | EPIC-Kitchens 100 (val) | | Metric | mAP@0.1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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. - [Avg mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP@0.1 | Result date | Report paper | | --- | --- | --- | --- | | AdaTAD | 32.4 | Not recorded | 68fa72f91e209131cea59b10 | | ActionFormer | 31.3 | Not recorded | 68fa72f91e209131cea59b10 | | TriDet | 27.4 | Not recorded | 68fa72f91e209131cea59b10 | | ASL | 26 | Not recorded | 68fa708c1e209131cea4bb0c | | ASL | 26 | Not recorded | 68fa72f91e209131cea59b10 | | ActionFormer | 25.2 | Not recorded | 68fa6d4b1e209131cea38d61 | | Actionformer | 25.2 | Not recorded | 68fa708c1e209131cea4bb0c | | ActionFormer | 25.2 | Not recorded | 68fa72f91e209131cea59b10 | | AdaTAD | 24.5 | Not recorded | 68fa72f91e209131cea59b10 | | AGT | 11.63 | Not recorded | 68fa69281e209131cea20695 | | G-TAD | 11 | Not recorded | 68fa6d4b1e209131cea38d61 | | G-TAD | 11 | Not recorded | 68fa708c1e209131cea4bb0c | | G-TAD | 11 | Not recorded | 68fa72f91e209131cea59b10 | | Damen et al. | 10.71 | Not recorded | 68fa69281e209131cea20695 | | BMN | 10.3 | Not recorded | 68fa6d4b1e209131cea38d61 | | BMN | 10.3 | Not recorded | 68fa708c1e209131cea4bb0c | | BMN | 10.3 | Not recorded | 68fa72f91e209131cea59b10 | ### AdaTAD mAP@0.1: 32.4. Result ID: 6992a6223a6c314849106482. [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: 31.3. Result ID: 6992a6223a6c314849106481. [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: 27.4. Result ID: 6992a6223a6c31484910647f. [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: 26. Result ID: 6991469f3a6c31484906fa94. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### ASL mAP@0.1: 26. Result ID: 6992a6223a6c31484910647e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### ActionFormer mAP@0.1: 25.2. Result ID: 698f9ace3a6c314849fa766d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"SlowFast"}. This record does not assert independent reproduction. ### Actionformer mAP@0.1: 25.2. Result ID: 6991469f3a6c31484906fa93. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### ActionFormer mAP@0.1: 25.2. Result ID: 6992a6223a6c31484910647d. [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: 24.5. Result ID: 6992a6223a6c314849106480. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":true,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### AGT mAP@0.1: 11.63. Result ID: 698d9a4f8b517eb433229ee0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### G-TAD mAP@0.1: 11. Result ID: 698f9ace3a6c314849fa766c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Features":"SlowFast"}. This record does not assert independent reproduction. ### G-TAD mAP@0.1: 11. Result ID: 6991469f3a6c31484906fa92. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### G-TAD mAP@0.1: 11. Result ID: 6992a6223a6c31484910647c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. ### Damen et al. mAP@0.1: 10.71. Result ID: 698d9a4f8b517eb433229edf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BMN mAP@0.1: 10.3. Result ID: 698f9ace3a6c314849fa766b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"SlowFast"}. This record does not assert independent reproduction. ### BMN mAP@0.1: 10.3. Result ID: 6991469f3a6c31484906fa91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"SlowFast"}. This record does not assert independent reproduction. ### BMN mAP@0.1: 10.3. Result ID: 6992a6223a6c31484910647b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"E2E":false,"Backbone":"SlowFast-R50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.