# Egocentric Interaction Answering on Ego-IRGBench (test) Source: [Egocentric Interaction Answering on Ego-IRGBench (test)]() Collection index: [llms.txt]() Data updated: 2026-05-15T09:13:01.245Z Evaluation of model performance on the test split of the Ego-IRGBench dataset for the Egocentric Interaction Answering task, evaluated 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 Answering | | Dataset (including any stated split) | Ego-IRGBench (test) | | Metric | METEOR | | 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 - [METEOR](): Higher is better; unit: PERCENT. - [CIDEr](): Higher is better; unit: SCALAR. ## Recorded results | Method | METEOR | Result date | Report paper | | --- | --- | --- | --- | | EARL | 93.9 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-4B | 88.2 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-8B | 88.2 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-7B | 77.4 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-8B | 75.4 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-Zero | 74.2 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5VL-7B | 73.9 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-3B | 69.6 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | InternVL2.5-7B | 68.1 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5-VL-3B | 62.7 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | EgoThinker | 49.1 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-InternVL3-8B | 48.6 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE | 36.5 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE\* | 35 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | UniPixel-7B | 15.8 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | ### EARL METEOR: 93.9. Result ID: 6a06e38d47f34ce924eec719. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Qwen3-VL-4B METEOR: 88.2. Result ID: 6a06e38d47f34ce924eec70b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-8B METEOR: 88.2. Result ID: 6a06e38d47f34ce924eec70c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-7B METEOR: 77.4. Result ID: 6a06e38d47f34ce924eec717. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Sa2VA-8B METEOR: 75.4. Result ID: 6a06e38d47f34ce924eec714. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-Zero METEOR: 74.2. Result ID: 6a06e38d47f34ce924eec718. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5VL-7B METEOR: 73.9. Result ID: 6a06e38d47f34ce924eec70e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-3B METEOR: 69.6. Result ID: 6a06e38d47f34ce924eec716. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### InternVL2.5-7B METEOR: 68.1. Result ID: 6a06e38d47f34ce924eec70f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5-VL-3B METEOR: 62.7. Result ID: 6a06e38d47f34ce924eec70d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### EgoThinker METEOR: 49.1. Result ID: 6a06e38d47f34ce924eec710. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Sa2VA-InternVL3-8B METEOR: 48.6. Result ID: 6a06e38d47f34ce924eec713. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### ANNEXE METEOR: 36.5. Result ID: 6a06e38d47f34ce924eec712. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### ANNEXE\* METEOR: 35. Result ID: 6a06e38d47f34ce924eec711. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### UniPixel-7B METEOR: 15.8. Result ID: 6a06e38d47f34ce924eec715. [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.