Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Music Popularity Prediction | 7 | 2 | Feb 21, 2026 | |
| Head Avatar Rendering | 7 | 3 | Feb 18, 2026 | |
| Object-Centric Learning | 7 | 6 | Jun 16, 2026 | |
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 | |
| Grounded Video Question Answering | 7 | 12 | Jul 7, 2026 | |
| Continuous speech separation | 7 | 1 | Feb 18, 2026 | |
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 | |
| Underwater Acoustic Target Recognition | 7 | 4 | May 7, 2026 | |
| Open-Set Test-Time Adaptation | 7 | 5 |
| Jun 2, 2026 |
| Runtime prediction | 7 | 2 | Feb 18, 2026 |
|---|
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
|---|
| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|
| Task Classification | 7 | 5 | May 21, 2026 |
|---|
| Timbre Transfer | 7 | 4 | Jun 16, 2026 |
|---|
| Paragraph-to-Video Retrieval | 7 | 3 | Feb 27, 2026 |
|---|
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
|---|
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 |
|---|
| UAV Navigation | 7 | 5 | Jul 3, 2026 |
|---|
| Dataset Grouping | 7 | 1 | Apr 2, 2026 |
|---|
| Spectral CT Reconstruction | 7 | 1 | Feb 19, 2026 |
|---|
| Material Estimation | 7 | 3 | May 20, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Keyword Prediction | 7 | 2 | Jun 25, 2026 |
|---|
| Stereo Video Compression | 7 | 3 | Jun 30, 2026 |
|---|