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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 |
|---|---|---|---|---|
| Bronchoscope Localization | 1 | 1 | Feb 18, 2026 | |
| Screen Annotation | 1 | 1 | Feb 18, 2026 | |
| Out-of-distribution (OOD) recognition | 1 | 1 | Feb 22, 2026 | |
| Multi-class anomaly detection | 1 | 1 | Feb 18, 2026 | |
| Intra-frame Image Registration | 1 | 2 | Feb 22, 2026 | |
| 2D Classification | 1 | 1 | Feb 18, 2026 | |
| 3D Image Classification | 1 | 2 | Mar 5, 2026 | |
| Unseen attribute-object recognition | 1 | 1 | Feb 27, 2026 | |
| Kidney Tissue Segmentation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Cloud Masking | 1 | 1 | Feb 18, 2026 |
|---|
| Hand Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Object-state and action recognition | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Unseen SPO triplet recognition | 1 | 1 | Feb 27, 2026 |
|---|
| Object State Localization | 1 | 1 | Feb 18, 2026 |
|---|
| 3D referring expression grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Aerial Object Detection | 1 | 2 | Mar 18, 2026 |
|---|
| Multimodal Inference Latency | 1 | 1 | Feb 18, 2026 |
|---|
| Chest X-ray Abnormalities Detection | 1 | 1 | Feb 18, 2026 |
|---|
| 2x Video Super-Resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Polyp Video Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Pathological image super-resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Frame-level Action Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Pseudo Segmentation Label Generation | 1 | 2 | Feb 18, 2026 |
|---|
| PI-RADS scoring | 1 | 1 | Feb 18, 2026 |
|---|