# Egocentric Interaction Analysis on Ego-IRGBench (test) Source: [Egocentric Interaction Analysis on Ego-IRGBench (test)]() Collection index: [llms.txt]() Data updated: 2026-05-15T09:13:01.211Z Evaluation of model performance on the test split of the Ego-IRGBench dataset for the task of Egocentric Interaction Analysis, measured using generation-based 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 (test) | | 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 | 0.542 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE\* | 0.536 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-Zero | 0.309 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-7B | 0.292 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-3B | 0.268 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-InternVL3-8B | 0.207 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5VL-7B | 0.206 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-8B | 0.188 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | EgoThinker | 0.182 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | InternVL2.5-7B | 0.177 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | UniPixel-7B | 0.165 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5-VL-3B | 0.158 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-8B | 0.136 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-4B | 0.134 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | ### ANNEXE METEOR: 0.563. Result ID: 6a06e38d47f34ce924eec703. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### EARL METEOR: 0.542. Result ID: 6a06e38d47f34ce924eec70a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### ANNEXE\* METEOR: 0.536. Result ID: 6a06e38d47f34ce924eec702. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Seg-Zero METEOR: 0.309. Result ID: 6a06e38d47f34ce924eec709. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-7B METEOR: 0.292. Result ID: 6a06e38d47f34ce924eec708. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-3B METEOR: 0.268. Result ID: 6a06e38d47f34ce924eec707. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Sa2VA-InternVL3-8B METEOR: 0.207. Result ID: 6a06e38d47f34ce924eec704. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5VL-7B METEOR: 0.206. Result ID: 6a06e38d47f34ce924eec6ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Sa2VA-8B METEOR: 0.188. Result ID: 6a06e38d47f34ce924eec705. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### EgoThinker METEOR: 0.182. Result ID: 6a06e38d47f34ce924eec701. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### InternVL2.5-7B METEOR: 0.177. Result ID: 6a06e38d47f34ce924eec700. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### UniPixel-7B METEOR: 0.165. Result ID: 6a06e38d47f34ce924eec706. [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: 6a06e38d47f34ce924eec6fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-8B METEOR: 0.136. Result ID: 6a06e38d47f34ce924eec6fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-4B METEOR: 0.134. Result ID: 6a06e38d47f34ce924eec6fc. [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.