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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 | |
| Audio Recognition | 7 | 10 | Feb 25, 2026 | |
| Speech Resynthesis | 7 | 5 | Jul 7, 2026 | |
| Triplet Prediction | 7 | 5 | May 12, 2026 | |
| Zero-Shot Sketch-Based Image Retrieval | 7 | 2 | Feb 18, 2026 | |
| Stereo Video Compression | 7 | 3 | Jun 30, 2026 | |
| Chunking | 7 | 18 | Feb 19, 2026 | |
| Underwater Acoustic Target Recognition | 7 | 4 | May 7, 2026 | |
| Press Button | 7 | 6 | Jul 9, 2026 | |
| Music Popularity Prediction |
|---|
| 7 |
| 2 |
| Feb 21, 2026 |
| UAV Navigation | 7 | 5 | Jul 3, 2026 |
|---|
| Runtime prediction | 7 | 2 | Feb 18, 2026 |
|---|
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 |
|---|
| Spectral CT Reconstruction | 7 | 1 | Feb 19, 2026 |
|---|
| Event-based Object Tracking | 7 | 3 | Jun 9, 2026 |
|---|
| Large-scale Localization | 7 | 2 | Feb 27, 2026 |
|---|
| Audio Coding | 7 | 4 | Jun 11, 2026 |
|---|
| Out-of-distribution segmentation | 7 | 4 | Apr 28, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Retinal Fundus Segmentation | 7 | 2 | Feb 18, 2026 |
|---|
| 4D scene generation | 7 | 3 | Jun 9, 2026 |
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| Event localization | 7 | 8 | Mar 13, 2026 |
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| Occlusion Segmentation | 7 | 2 | Feb 19, 2026 |
|---|
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|
| 3D Object Detection (Vehicle) | 7 | 8 | Mar 31, 2026 |
|---|