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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 |
|---|---|---|---|---|
| Embedding Inversion | 7 | 3 | Mar 23, 2026 | |
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 | |
| Forward reaction prediction | 7 | 9 | Jun 11, 2026 | |
| Dose-response estimation | 7 | 2 | May 12, 2026 | |
| Base-to-new class generalization | 7 | 2 | Jun 18, 2026 | |
| Impression Generation | 7 | 3 | Feb 18, 2026 | |
| Findings Generation | 7 | 8 | Apr 2, 2026 | |
| Story completion | 7 | 18 | May 28, 2026 | |
| Nudity Detection | 7 | 6 | May 19, 2026 | |
| Audio Coding |
|---|
| 7 |
| 4 |
| Jun 11, 2026 |
| Compressed sensing | 7 | 6 | Jun 23, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Audio Spoofing Detection | 7 | 5 | Jul 1, 2026 |
|---|
| Timbre Transfer | 7 | 4 | Jun 16, 2026 |
|---|
| Song Generation | 7 | 7 | Jun 30, 2026 |
|---|
| Web Interaction | 7 | 5 | Jun 24, 2026 |
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| Video Corpus Moment Retrieval | 7 | 3 | Jul 2, 2026 |
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| Style Customization | 7 | 2 | Jul 8, 2026 |
|---|
| Key Pair Generation | 7 | 2 | Jul 7, 2026 |
|---|
| Domain Classification | 7 | 6 | May 12, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| 3D Object Tracking | 7 | 11 | Jun 26, 2026 |
|---|
| Vehicle Behavior Classification | 7 | 1 | Feb 18, 2026 |
|---|
| Constrained Offline Reinforcement Learning | 7 | 1 | Feb 21, 2026 |
|---|
| Natural Language Query | 7 | 3 | Apr 29, 2026 |
|---|