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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 |
|---|---|---|---|---|
| Audio Coding | 7 | 4 | Jun 11, 2026 | |
| Soundscape Classification | 7 | 2 | May 21, 2026 | |
| Scene Graph Classification (SGCls) | 7 | 8 | Jun 16, 2026 | |
| Abnormality Classification | 7 | 5 | Jun 29, 2026 | |
| Single-direction steering | 7 | 1 | Apr 6, 2026 | |
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 | |
| GNN-based Reverse Engineering Resilience | 7 | 1 | Feb 19, 2026 | |
| Hardware IP Camouflage | 7 | 1 | Feb 19, 2026 | |
| Forecasting Temporal Point Processes | 7 | 1 | Apr 7, 2026 | |
| Instruction Recovery |
|---|
| 7 |
| 1 |
| Feb 19, 2026 |
| Jailbreak Attack Transferability | 7 | 2 | May 28, 2026 |
|---|
| IPI Sanitization | 7 | 1 | Feb 19, 2026 |
|---|
| Hand Avatar Rendering | 7 | 3 | Apr 13, 2026 |
|---|
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
|---|
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
|---|
| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|
| Novel category discovery | 7 | 2 | Feb 18, 2026 |
|---|
| Dataset Grouping | 7 | 1 | Apr 2, 2026 |
|---|
| Under-display camera image restoration | 7 | 3 | Apr 21, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|
| Key Pair Generation | 7 | 2 | Jul 7, 2026 |
|---|
| 3D Vessel Segmentation | 7 | 4 | Apr 30, 2026 |
|---|
| Upstream Backdoor Detection | 7 | 1 | Feb 18, 2026 |
|---|
| Traffic Detection | 7 | 2 | Jul 9, 2026 |
|---|