# Egocentric Interaction Grounding on Ego-IRGBench (test) Source: [Egocentric Interaction Grounding on Ego-IRGBench (test)]() Collection index: [llms.txt]() Data updated: 2026-05-15T09:13:01.283Z Evaluation of model performance on the test split of the Ego-IRGBench dataset for the task of Egocentric Interaction Grounding, measured using cIoU. 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 Grounding | | Dataset (including any stated split) | Ego-IRGBench (test) | | Metric | cIoU | | 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 - [cIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | cIoU | Result date | Report paper | | --- | --- | --- | --- | | EARL | 65.48 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-Zero | 57.11 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-7B | 46.1 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE | 36.02 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-8B | 32.69 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | ANNEXE\* | 31.9 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Sa2VA-InternVL3-8B | 31.17 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Seg-R1-3B | 28.91 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | InternVL2.5-7B | 27.21 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5VL-7B | 23.71 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-8B | 23.31 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen3-VL-4B | 22.84 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | UniPixel-7B | 14.01 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | Qwen2.5-VL-3B | 12.44 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | | EgoThinker | 12.33 | Not recorded | 6a06a8b6dbc836b87d82a1d9 | ### EARL cIoU: 65.48. Result ID: 6a06e38d47f34ce924eec728. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Seg-Zero cIoU: 57.11. Result ID: 6a06e38d47f34ce924eec727. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-7B cIoU: 46.1. Result ID: 6a06e38d47f34ce924eec726. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### ANNEXE cIoU: 36.02. Result ID: 6a06e38d47f34ce924eec721. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Sa2VA-8B cIoU: 32.69. Result ID: 6a06e38d47f34ce924eec723. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### ANNEXE\* cIoU: 31.9. Result ID: 6a06e38d47f34ce924eec720. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. ### Sa2VA-InternVL3-8B cIoU: 31.17. Result ID: 6a06e38d47f34ce924eec722. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Seg-R1-3B cIoU: 28.91. Result ID: 6a06e38d47f34ce924eec725. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### InternVL2.5-7B cIoU: 27.21. Result ID: 6a06e38d47f34ce924eec71e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5VL-7B cIoU: 23.71. Result ID: 6a06e38d47f34ce924eec71d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-8B cIoU: 23.31. Result ID: 6a06e38d47f34ce924eec71b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen3-VL-4B cIoU: 22.84. Result ID: 6a06e38d47f34ce924eec71a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### UniPixel-7B cIoU: 14.01. Result ID: 6a06e38d47f34ce924eec724. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### Qwen2.5-VL-3B cIoU: 12.44. Result ID: 6a06e38d47f34ce924eec71c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Gen"}. This record does not assert independent reproduction. ### EgoThinker cIoU: 12.33. Result ID: 6a06e38d47f34ce924eec71f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Ego"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.