# Action Segmentation on GTEA (Accuracy and F1 Thresholds) Source: [Action Segmentation on GTEA (Accuracy and F1 Thresholds)]() Collection index: [llms.txt]() Data updated: 2026-02-27T06:08:35.439Z Evaluation of Action Segmentation performance on the GTEA dataset, reporting Accuracy and F1 scores calculated at 10%, 25%, and 50% 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 | Action Segmentation | | Dataset (including any stated split) | GTEA | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [F1 Score @ 10% Threshold](): Higher is better; unit: PERCENT. - [F1 Score @ 25% Threshold](): Higher is better; unit: PERCENT. - [F1 Score @ 50% Threshold](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | EgoNet+TDD | 68.5 | Not recorded | 68fa63521e209131ce9fe1e8 | | TricorNet | 64.8 | Not recorded | 68fa63521e209131ce9fe1e8 | | TricorNet (low) | 64.7 | Not recorded | 68fa63521e209131ce9fe1e8 | | EgoNet+TDD | 64.4 | Not recorded | 68fa62ee1e209131ce9fbf6c | | ED-TCN | 64 | Not recorded | 68fa63521e209131ce9fe1e8 | | ED-TCN | 64 | Not recorded | 68fa62ee1e209131ce9fbf6c | | TricorNet (high) | 62.4 | Not recorded | 68fa63521e209131ce9fe1e8 | | ST-CNN | 60.6 | Not recorded | 68fa63521e209131ce9fe1e8 | | ST-CNN | 60.6 | Not recorded | 68fa62ee1e209131ce9fbf6c | | Dilated TCN | 58.3 | Not recorded | 68fa63521e209131ce9fe1e8 | | Dilated TCN | 58.3 | Not recorded | 68fa62ee1e209131ce9fbf6c | | Bi-LSTM | 55.5 | Not recorded | 68fa63521e209131ce9fe1e8 | | Bi-LSTM | 55.5 | Not recorded | 68fa62ee1e209131ce9fbf6c | | Spatial CNN | 54.1 | Not recorded | 68fa63521e209131ce9fe1e8 | | Spatial CNN | 54.1 | Not recorded | 68fa62ee1e209131ce9fbf6c | ### EgoNet+TDD Accuracy: 68.5. Result ID: 698bf11aecace47ef55a8546. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TricorNet Accuracy: 64.8. Result ID: 698bf11aecace47ef55a854b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"convolution length":20,"hidden states (H)":64}. This record does not assert independent reproduction. ### TricorNet (low) Accuracy: 64.7. Result ID: 698bf11aecace47ef55a854a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"convolution length":20,"hidden states (H)":64}. This record does not assert independent reproduction. ### EgoNet+TDD Accuracy: 64.4. Result ID: 69a134cd35dfcabb00e57dd0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ED-TCN Accuracy: 64. Result ID: 698bf11aecace47ef55a8548. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ED-TCN Accuracy: 64. Result ID: 69a134cd35dfcabb00e57dd5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TricorNet (high) Accuracy: 62.4. Result ID: 698bf11aecace47ef55a8549. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"convolution length":20,"hidden states (H)":64}. This record does not assert independent reproduction. ### ST-CNN Accuracy: 60.6. Result ID: 698bf11aecace47ef55a8544. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ST-CNN Accuracy: 60.6. Result ID: 69a134cd35dfcabb00e57dd2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dilated TCN Accuracy: 58.3. Result ID: 698bf11aecace47ef55a8547. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Dilated TCN Accuracy: 58.3. Result ID: 69a134cd35dfcabb00e57dd3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bi-LSTM Accuracy: 55.5. Result ID: 698bf11aecace47ef55a8545. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bi-LSTM Accuracy: 55.5. Result ID: 69a134cd35dfcabb00e57dd4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Spatial CNN Accuracy: 54.1. Result ID: 698bf11aecace47ef55a8543. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Spatial CNN Accuracy: 54.1. Result ID: 69a134cd35dfcabb00e57dd1. [Reporting paper]() [Method origin 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.