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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 |
|---|---|---|---|---|
| Facial Image Quality Assessment | 2 | 1 | Feb 21, 2026 | |
| Tangram puzzle solving (Translation) | 2 | 1 | Feb 21, 2026 | |
| Tangram puzzle solving (Rotation) | 2 | 1 | Feb 21, 2026 | |
| Behaviour Recognition | 2 | 1 | Feb 18, 2026 | |
| One-shot Part Segmentation | 2 | 1 | Feb 18, 2026 | |
| Emergent modality binding (vi -> te -> au) | 2 | 1 | Feb 20, 2026 | |
| Polyp Localization | 2 | 1 | Feb 18, 2026 | |
| RDP Segmentation | 2 | 1 | Feb 18, 2026 | |
| Multimodal Question Answering and Understanding |
| 2 |
| 2 |
| Apr 13, 2026 |
| Text-to-Depth Retrieval | 2 | 1 | Feb 20, 2026 |
|---|
| Hyper-representation Learning | 2 | 2 | May 12, 2026 |
|---|
| Temporal Image Classification | 2 | 2 | Feb 18, 2026 |
|---|
| Liver tumor segmentation | 2 | 2 | Feb 18, 2026 |
|---|
| Design History Recovery | 2 | 1 | Feb 18, 2026 |
|---|
| Text-to-Depth Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| Uncertainty Rank Consistency | 2 | 1 | Feb 20, 2026 |
|---|
| Human activity detection | 2 | 2 | Feb 27, 2026 |
|---|
| Thermal-to-Text Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| Uncertainty Mass Concentration | 2 | 1 | Feb 20, 2026 |
|---|
| Multi-label image recognition with partial labels | 2 | 2 | Feb 18, 2026 |
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| Faithful Concept Discovery | 2 | 1 | Jul 9, 2026 |
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| Omnidirectional Image Understanding | 2 | 1 | Mar 10, 2026 |
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| Detection Precision | 2 | 1 | Feb 20, 2026 |
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| Semantic Edge Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Text-to-Thermal Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|