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 |
|---|---|---|---|---|
| Object Rearrangement | 9 | 6 | Jun 18, 2026 | |
| Open-domain dialogue | 9 | 5 | May 15, 2026 | |
| Backdoor Mitigation | 9 | 3 | May 14, 2026 | |
| Code Correctness Evaluation | 9 | 2 | May 28, 2026 | |
| ECG Digitization | 9 | 2 | Jul 2, 2026 | |
| Combinatorial Auctions | 9 | 2 | May 29, 2026 | |
| Image Representation | 9 | 6 | Jun 5, 2026 | |
| Surgical Video Question Answering | 9 | 4 | Jun 17, 2026 | |
| Affordance Reasoning |
| 9 |
| 4 |
| Jun 5, 2026 |
| ICU Admission prediction | 9 | 2 | Mar 18, 2026 |
|---|
| Multi-document Question Answering | 9 | 13 | Jul 2, 2026 |
|---|
| Outcome Prediction | 9 | 4 | Jun 26, 2026 |
|---|
| Tumor classification | 9 | 6 | Jun 29, 2026 |
|---|
| Automated Speech Recognition | 9 | 8 | Mar 26, 2026 |
|---|
| Evolutionary Multi-Task Optimization | 9 | 1 | Apr 1, 2026 |
|---|
| Acceptability Classification | 9 | 2 | Feb 18, 2026 |
|---|
| Social Welfare Maximization | 9 | 5 | Jun 23, 2026 |
|---|
| Target Aspect Sentiment Detection | 9 | 4 | May 28, 2026 |
|---|
| One-class classification | 9 | 5 | Feb 18, 2026 |
|---|
| Subjective Evaluation | 9 | 4 | Apr 10, 2026 |
|---|
| ASR rescoring | 9 | 5 | Feb 18, 2026 |
|---|
| Human move prediction | 9 | 2 | May 20, 2026 |
|---|
| Environmental Sound Deepfake Detection | 9 | 3 | Apr 23, 2026 |
|---|
| Emotional Speech Synthesis | 9 | 4 | Jun 23, 2026 |
|---|
| Jailbreak Safety Evaluation | 9 | 9 | Jun 16, 2026 |
|---|