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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 |
|---|---|---|---|---|
| LLM Steering | 7 | 2 | May 29, 2026 | |
| Event localization | 7 | 8 | Mar 13, 2026 | |
| Retinal Fundus Segmentation | 7 | 2 | Feb 18, 2026 | |
| 4D scene generation | 7 | 3 | Jun 9, 2026 | |
| Dense Tracking | 7 | 3 | Feb 20, 2026 | |
| Single-direction steering | 7 | 1 | Apr 6, 2026 | |
| Timbre Transfer | 7 | 4 | Jun 16, 2026 | |
| Large-scale Localization | 7 | 2 | Feb 27, 2026 | |
| 3D Motion Generation | 7 | 7 | Apr 20, 2026 | |
| Handwritten Text Generation |
| 7 |
| 3 |
| Apr 30, 2026 |
| Brain MRI registration | 7 | 4 | Jun 24, 2026 |
|---|
| Semantic Line Detection | 7 | 3 | Feb 18, 2026 |
|---|
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 |
|---|
| Low-Dose CT Reconstruction | 7 | 3 | May 7, 2026 |
|---|
| Underwater Acoustic Target Recognition | 7 | 4 | May 7, 2026 |
|---|
| Indoor Semantic Segmentation | 7 | 5 | Apr 23, 2026 |
|---|
| Occlusion Segmentation | 7 | 2 | Feb 19, 2026 |
|---|
| RGB-T Salient Object Detection | 7 | 7 | Jul 1, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Secure Aggregation | 7 | 2 | Jul 9, 2026 |
|---|
| Object Hallucination Mitigation | 7 | 8 | Jul 7, 2026 |
|---|
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 |
|---|
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
|---|
| Audio Coding | 7 | 4 | Jun 11, 2026 |
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| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|