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 |
|---|---|---|---|---|
| try-off | 2 | 1 | Mar 23, 2026 | |
| Talking Head Reenactment | 2 | 1 | Feb 20, 2026 | |
| Statement generation | 2 | 1 | Mar 23, 2026 | |
| model-based try-on | 2 | 1 | Mar 23, 2026 | |
| Non-rigid shape classification | 2 | 2 | Feb 18, 2026 | |
| Egocentric visual attention prediction | 2 | 1 | Feb 20, 2026 | |
| Text-to-Audio evaluation | 2 | 1 | Mar 23, 2026 | |
| Prefill-stage hallucination risk detection | 2 | 1 | Mar 23, 2026 | |
| Audio Captioning Evaluation |
| 2 |
| 2 |
| Apr 14, 2026 |
| Daily Return Forecasting | 2 | 1 | Feb 18, 2026 |
|---|
| Short Vowel Restoration | 2 | 1 | Feb 18, 2026 |
|---|
| 3D mesh modeling | 2 | 1 | Feb 20, 2026 |
|---|
| Quadratic Programming Optimization | 2 | 2 | May 29, 2026 |
|---|
| Block Angle Probing | 2 | 2 | Jun 26, 2026 |
|---|
| Knowledge-intensive video QA | 2 | 2 | Jul 2, 2026 |
|---|
| Disambiguation QA | 2 | 2 | May 15, 2026 |
|---|
| Action Recognition (Dense Labeling) | 2 | 2 | Feb 18, 2026 |
|---|
| Abstractive Question Summarization | 2 | 1 | Feb 18, 2026 |
|---|
| Open-Set Domain Adaptation Semantic Segmentation | 2 | 1 | Feb 20, 2026 |
|---|
| Optimal policy search | 2 | 1 | Mar 24, 2026 |
|---|
| Target Retrieval | 2 | 2 | Feb 27, 2026 |
|---|
| Block Location Probing | 2 | 2 | Jun 26, 2026 |
|---|
| Agent Location Probing | 2 | 2 | Jun 26, 2026 |
|---|
| Causal Judgment | 2 | 2 | Mar 25, 2026 |
|---|
| Pathological Visual Question Answering | 2 | 1 | Mar 23, 2026 |
|---|