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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Interactive 3D object segmentation | 2 | 1 | Feb 18, 2026 | |
| Grounded Referring Expression Comprehension | 2 | 1 | Feb 18, 2026 | |
| search green boxes | 2 | 2 | Apr 14, 2026 | |
| Grounded ECG Interpretation | 2 | 2 | Jun 18, 2026 | |
| 6D Pose and Size Estimation | 2 | 4 | Feb 20, 2026 | |
| Multi-person 3D Pose Tracking | 2 | 1 | Feb 18, 2026 | |
| Edge Count | 2 | 2 | May 12, 2026 | |
| Image Decompression | 2 | 1 | Feb 18, 2026 | |
| Audiovisual Video Captioning |
| 2 |
| 4 |
| Jun 9, 2026 |
| Open-set Image Retrieval | 2 | 1 | Feb 18, 2026 |
|---|
| Multimodal Reasoning and Mathematics | 2 | 1 | Feb 22, 2026 |
|---|
| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 |
|---|
| Video Saliency and Highlight Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Goal Detection | 2 | 1 | Feb 19, 2026 |
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| Status Tracking | 2 | 1 | Feb 19, 2026 |
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| Occupant Counting | 2 | 1 | Feb 27, 2026 |
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| Dwelling Counting | 2 | 1 | Feb 27, 2026 |
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| Building Counting | 2 | 1 | Feb 27, 2026 |
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| Building count estimation | 2 | 1 | Feb 27, 2026 |
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| Multi-class Change Detection | 2 | 2 | Apr 8, 2026 |
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| Frame Detection | 2 | 1 | Feb 19, 2026 |
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| Truthful data submission evaluation | 2 | 1 | Feb 22, 2026 |
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| Normal/Abnormal Classification | 2 | 2 | Mar 20, 2026 |
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| Perineural Invasion Detection | 2 | 1 | Feb 22, 2026 |
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| Information Visual Question Answering | 2 | 24 | Jun 19, 2026 |
|---|