# Egocentric Interaction Answering on Ego-IRGBench (val) Source: [Egocentric Interaction Answering on Ego-IRGBench (val)]() Collection index: [llms.txt]() Data updated: 2026-05-15T09:13:01.348Z Evaluation of model performance on the validation split of the Ego-IRGBench dataset for the Egocentric Interaction Answering task, 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 (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 | | --- | --- | --- | --- | | EARL | 0.933 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-8B | 0.898 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-4B | 0.882 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-7B | 0.771 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-Zero | 0.74 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5VL-7B | 0.729 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-3B | 0.695 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | InternVL2.5-7B | 0.679 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5-VL-3B | 0.627 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | EgoThinker | 0.495 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-InternVL3-8B | 0.489 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-8B | 0.448 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE | 0.363 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE\* | 0.352 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | UniPixel-7B | 0.155 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | ### EARL METEOR: 0.933. Result ID: 6a06e38d47f34ce924eec746. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Qwen3-VL-8B METEOR: 0.898. Result ID: 6a06e38d47f34ce924eec739. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-4B METEOR: 0.882. Result ID: 6a06e38d47f34ce924eec738. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-7B METEOR: 0.771. Result ID: 6a06e38d47f34ce924eec744. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-Zero METEOR: 0.74. Result ID: 6a06e38d47f34ce924eec745. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5VL-7B METEOR: 0.729. Result ID: 6a06e38d47f34ce924eec73b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-3B METEOR: 0.695. Result ID: 6a06e38d47f34ce924eec743. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### InternVL2.5-7B METEOR: 0.679. Result ID: 6a06e38d47f34ce924eec73c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5-VL-3B METEOR: 0.627. Result ID: 6a06e38d47f34ce924eec73a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### EgoThinker METEOR: 0.495. Result ID: 6a06e38d47f34ce924eec73d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Sa2VA-InternVL3-8B METEOR: 0.489. Result ID: 6a06e38d47f34ce924eec740. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Sa2VA-8B METEOR: 0.448. Result ID: 6a06e38d47f34ce924eec741. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### ANNEXE METEOR: 0.363. Result ID: 6a06e38d47f34ce924eec73f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### ANNEXE\* METEOR: 0.352. Result ID: 6a06e38d47f34ce924eec73e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### UniPixel-7B METEOR: 0.155. Result ID: 6a06e38d47f34ce924eec742. [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.