Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| 3DGS Compression Artifact Restoration | 3 | 1 | Feb 19, 2026 | |
| Strategic Gaming | 3 | 2 | Mar 26, 2026 | |
| 6D Detection of Unseen Objects | 3 | 1 | Feb 19, 2026 | |
| ISP vs SR decoding | 3 | 1 | Feb 19, 2026 | |
| ISP vs Silence decoding | 3 | 1 | Feb 19, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| 3-class Vowel Decoding | 3 | 1 | Feb 19, 2026 | |
| Video Preference Alignment |
| 3 |
| 2 |
| Feb 20, 2026 |
| Object Generation | 3 | 3 | Feb 20, 2026 |
|---|
| Human Pose Transfer | 3 | 2 | Feb 18, 2026 |
|---|
| Safe Completion | 3 | 2 | Mar 9, 2026 |
|---|
| clinical outcome identification | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Murmur detection | 3 | 1 | Feb 18, 2026 |
|---|
| Thai document parsing | 3 | 1 | Feb 19, 2026 |
|---|
| Point-level Tubular Structure Extraction | 3 | 1 | Jul 9, 2026 |
|---|
| Clinical Decision-Making | 3 | 3 | Mar 30, 2026 |
|---|
| Executable SQL generation | 3 | 1 | Feb 19, 2026 |
|---|
| Fair Order Matching | 3 | 1 | Apr 9, 2026 |
|---|
| Scene Graph Parsing | 3 | 1 | Feb 18, 2026 |
|---|
| Token-Level Anomaly Detection | 3 | 1 | Feb 19, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| GUI Tasks | 3 | 2 | May 21, 2026 |
|---|