# Egocentric Interaction Analysis on Ego-IRGBench (val) Source: [Egocentric Interaction Analysis on Ego-IRGBench (val)]() Collection index: [llms.txt]() Data updated: 2026-05-15T09:13:01.316Z Evaluation of model performance on the validation split of the Ego-IRGBench dataset for the task of Egocentric Interaction Analysis, measured using metrics like METEOR and CIDEr. 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 | Egocentric Interaction Analysis | | Dataset (including any stated split) | Ego-IRGBench (val) | | Metric | METEOR | | Unit | SCALAR | | 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 - [METEOR](): Higher is better; unit: SCALAR. - [CIDEr](): Higher is better; unit: SCALAR. ## Recorded results | Method | METEOR | Result date | Report paper | | --- | --- | --- | --- | | ANNEXE | 0.563 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | EARL | 0.541 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE\* | 0.537 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-Zero | 0.31 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-7B | 0.289 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-InternVL3-8B | 0.28 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-3B | 0.266 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5VL-7B | 0.204 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-8B | 0.189 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-8B | 0.188 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | EgoThinker | 0.184 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | InternVL2.5-7B | 0.176 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | UniPixel-7B | 0.168 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5-VL-3B | 0.158 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-4B | 0.136 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | ### ANNEXE METEOR: 0.563. Result ID: 6a06e38d47f34ce924eec730. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### EARL METEOR: 0.541. Result ID: 6a06e38d47f34ce924eec737. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### ANNEXE\* METEOR: 0.537. Result ID: 6a06e38d47f34ce924eec72f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Seg-Zero METEOR: 0.31. Result ID: 6a06e38d47f34ce924eec736. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-7B METEOR: 0.289. Result ID: 6a06e38d47f34ce924eec735. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Sa2VA-InternVL3-8B METEOR: 0.28. Result ID: 6a06e38d47f34ce924eec731. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-3B METEOR: 0.266. Result ID: 6a06e38d47f34ce924eec734. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5VL-7B METEOR: 0.204. Result ID: 6a06e38d47f34ce924eec72c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Sa2VA-8B METEOR: 0.189. Result ID: 6a06e38d47f34ce924eec732. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-8B METEOR: 0.188. Result ID: 6a06e38d47f34ce924eec72a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### EgoThinker METEOR: 0.184. Result ID: 6a06e38d47f34ce924eec72e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### InternVL2.5-7B METEOR: 0.176. Result ID: 6a06e38d47f34ce924eec72d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### UniPixel-7B METEOR: 0.168. Result ID: 6a06e38d47f34ce924eec733. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5-VL-3B METEOR: 0.158. Result ID: 6a06e38d47f34ce924eec72b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-4B METEOR: 0.136. Result ID: 6a06e38d47f34ce924eec729. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.