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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 |
|---|---|---|---|---|
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 | |
| Target Sound Extraction | 7 | 6 | Mar 4, 2026 | |
| Timbre Transfer | 7 | 4 | Jun 16, 2026 | |
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 | |
| Jailbreak Attack Transferability | 7 | 2 | May 28, 2026 | |
| 3D Mesh Recovery | 7 | 6 | May 26, 2026 | |
| GNN-based Reverse Engineering Resilience | 7 | 1 | Feb 19, 2026 | |
| Hardware IP Camouflage | 7 | 1 | Feb 19, 2026 | |
| Instruction Recovery | 7 | 1 | Feb 19, 2026 | |
| Controllable Music Generation |
| 7 |
| 3 |
| Apr 27, 2026 |
| Under-display camera image restoration | 7 | 3 | Apr 21, 2026 |
|---|
| Closed-Set Classification | 7 | 2 | Jun 26, 2026 |
|---|
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 |
|---|
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
|---|
| Audio Coding | 7 | 4 | Jun 11, 2026 |
|---|
| 3D Vessel Segmentation | 7 | 4 | Apr 30, 2026 |
|---|
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
|---|
| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|
| Text-to-UMLS linking | 7 | 2 | Feb 18, 2026 |
|---|
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| 3D Object Editing | 7 | 6 | May 19, 2026 |
|---|
| Upstream Backdoor Detection | 7 | 1 | Feb 18, 2026 |
|---|
| Next-word prediction | 7 | 8 | Jun 9, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
|---|