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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 | |
| Secure Aggregation | 7 | 2 | Jul 9, 2026 | |
| Object Hallucination Mitigation | 7 | 8 | Jul 7, 2026 | |
| Temporal Knowledge Graph Question Answering | 7 | 14 | Jun 2, 2026 | |
| Addressee Recognition | 7 | 3 | Apr 10, 2026 | |
| IPI Sanitization | 7 | 1 | Feb 19, 2026 | |
| Indoor Semantic Segmentation | 7 | 5 | Apr 23, 2026 | |
| Handwriting trajectory recovery | 7 | 3 | Jul 7, 2026 | |
| GNN-based Reverse Engineering Resilience | 7 |
| 1 |
| Feb 19, 2026 |
| Single-direction steering | 7 | 1 | Apr 6, 2026 |
|---|
| Hardware IP Camouflage | 7 | 1 | Feb 19, 2026 |
|---|
| Soundscape Classification | 7 | 2 | May 21, 2026 |
|---|
| Instruction Recovery | 7 | 1 | Feb 19, 2026 |
|---|
| Formality Style Transfer | 7 | 3 | Feb 18, 2026 |
|---|
| Audio Coding | 7 | 4 | Jun 11, 2026 |
|---|
| Jailbreak Attack Transferability | 7 | 2 | May 28, 2026 |
|---|
| Unsupervised Classification | 7 | 8 | Jun 5, 2026 |
|---|
| Downstream ML Utility | 7 | 1 | Apr 3, 2026 |
|---|
| Safety Guardrailing | 7 | 3 | Jul 8, 2026 |
|---|
| Viewpoint Estimation | 7 | 6 | Feb 18, 2026 |
|---|
| Medical Lesion Segmentation | 7 | 2 | Apr 14, 2026 |
|---|
| Hand Avatar Rendering | 7 | 3 | Apr 13, 2026 |
|---|
| Untargeted identity retrieval attack | 7 | 1 | Apr 2, 2026 |
|---|
| Robot Imitation Learning | 7 | 1 | Apr 2, 2026 |
|---|
| Multi-Agent Informative Path Planning | 7 | 2 | Mar 10, 2026 |
|---|