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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 |
|---|---|---|---|---|
| Stereo Video Compression | 7 | 3 | Jun 30, 2026 | |
| Blind Super-Resolution (x4) | 7 | 1 | Feb 18, 2026 | |
| Spectral CT Reconstruction | 7 | 1 | Feb 19, 2026 | |
| Retinal Fundus Segmentation | 7 | 2 | Feb 18, 2026 | |
| Ball In Cup Catch | 7 | 6 | May 8, 2026 | |
| Music Popularity Prediction | 7 | 2 | Feb 21, 2026 | |
| Walker Stand | 7 | 6 | Jun 30, 2026 | |
| Timbre Transfer | 7 | 4 | Jun 16, 2026 | |
| 3D Human Generation |
| 7 |
| 5 |
| Mar 5, 2026 |
| Semantic Part Segmentation | 7 | 7 | Feb 18, 2026 |
|---|
| Event-based Object Tracking | 7 | 3 | Jun 9, 2026 |
|---|
| Single-direction steering | 7 | 1 | Apr 6, 2026 |
|---|
| Large-scale Localization | 7 | 2 | Feb 27, 2026 |
|---|
| Occlusion Segmentation | 7 | 2 | Feb 19, 2026 |
|---|
| Event localization | 7 | 8 | Mar 13, 2026 |
|---|
| 4D scene generation | 7 | 3 | Jun 9, 2026 |
|---|
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 |
|---|
| Dense Tracking | 7 | 3 | Feb 20, 2026 |
|---|
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 |
|---|
| Handwritten Text Generation | 7 | 3 | Apr 30, 2026 |
|---|
| Low-Dose CT Reconstruction | 7 | 3 | May 7, 2026 |
|---|
| 3D Motion Generation | 7 | 7 | Apr 20, 2026 |
|---|
| Secure Aggregation | 7 | 2 | Jul 9, 2026 |
|---|
| Out-of-distribution segmentation | 7 | 4 | Apr 28, 2026 |
|---|