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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 |
|---|---|---|---|---|
| Dialogue Comprehension | 3 | 2 | Feb 18, 2026 | |
| Cephalometric Landmark Detection | 3 | 1 | Feb 18, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Multi-document retrieval | 3 | 1 | Feb 20, 2026 | |
| Text-to-speech generation | 3 | 4 | Jun 4, 2026 | |
| 4D Object Reconstruction | 3 | 3 | Feb 25, 2026 | |
| Poisoning Attack on RAG |
| 3 |
| 2 |
| May 28, 2026 |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Selection Classification (Anomaly Detection) | 3 | 1 | Feb 20, 2026 |
|---|
| Research Proposal Ranking | 3 | 1 | Feb 20, 2026 |
|---|
| Document Grounded Dialogue | 3 | 3 | Mar 4, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Untargeted Poisoning Attack | 3 | 2 | Apr 28, 2026 |
|---|
| Out-of-Distribution Reasoning | 3 | 4 | May 8, 2026 |
|---|
| Time-to-event prediction | 3 | 4 | Jun 16, 2026 |
|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|
| Downstream retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Text-to-scene generation | 3 | 3 | Jun 9, 2026 |
|---|
| Multi-person Human Pose Estimation | 3 | 2 | May 14, 2026 |
|---|
| Targeted Poisoning Attack | 3 | 2 | Apr 1, 2026 |
|---|
| Fine-grained Generic Event Boundary Detection | 3 | 1 | Feb 20, 2026 |
|---|
| Boundary Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Carbon Intensity Forecasting | 3 | 1 | Feb 18, 2026 |
|---|