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 |
|---|---|---|---|---|
| Learning to Defer | 42 | 10 | May 21, 2026 | |
| Audio-Visual Question Answering | 42 | 46 | Jul 8, 2026 | |
| Watermark Removal | 42 | 15 | Jun 1, 2026 | |
| Document Understanding | 42 | 32 | Jun 30, 2026 | |
| Novel View Rendering | 42 | 15 | Jul 8, 2026 | |
| Paraphrase Detection | 42 | 63 | Jun 15, 2026 | |
| Science Reasoning | 42 | 74 | Jul 2, 2026 | |
| Document Visual Question Answering | 42 | 131 | Jul 7, 2026 | |
| Image Regression | 42 | 7 | Jul 7, 2026 |
| Visual document retrieval | 42 | 23 | Jun 23, 2026 |
|---|
| Toxicity Classification | 42 | 27 | Jul 8, 2026 |
|---|
| Inductive Knowledge Graph Completion | 42 | 2 | Jun 5, 2026 |
|---|
| Domain-incremental learning | 42 | 26 | Jun 30, 2026 |
|---|
| Cloud Removal | 41 | 18 | Jul 3, 2026 |
|---|
| Multi-hop QA | 41 | 29 | Jun 17, 2026 |
|---|
| Motion Segmentation | 41 | 19 | Jun 5, 2026 |
|---|
| Open-ended Question Answering | 41 | 25 | Jun 4, 2026 |
|---|
| Medical Image Registration | 41 | 20 | Jun 18, 2026 |
|---|
| Evidence Retrieval | 41 | 17 | Jul 9, 2026 |
|---|
| Audio Generation | 41 | 21 | Jul 1, 2026 |
|---|
| Lane Detection | 41 | 50 | Jul 8, 2026 |
|---|
| Extractive Question Answering | 41 | 18 | Jun 29, 2026 |
|---|
| Online Continual Learning | 41 | 12 | May 29, 2026 |
|---|
| Lossless Compression | 41 | 10 | Jun 1, 2026 |
|---|
| Bug Detection | 41 | 6 | Jul 9, 2026 |
|---|