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 |
|---|---|---|---|---|
| Pun Explanation | 2 | 1 | Apr 8, 2026 | |
| Scientific Verification | 2 | 1 | Apr 8, 2026 | |
| Instruction Adherence and Security Robustness | 2 | 1 | Feb 19, 2026 | |
| Extra Task Completion | 2 | 1 | Feb 19, 2026 | |
| Agent Recommendation (Summarization) | 2 | 1 | Feb 18, 2026 | |
| Original Task Completion | 2 | 1 | Feb 19, 2026 | |
| Concept Forgetting | 2 | 1 | Apr 8, 2026 | |
| Pairwise Preference | 2 | 2 | Jun 15, 2026 | |
| Feedback Generation |
| 2 |
| 2 |
| Feb 21, 2026 |
| Video generation reasoning | 2 | 2 | Jun 1, 2026 |
|---|
| Agentic medical interaction | 2 | 1 | Apr 8, 2026 |
|---|
| Citation Coverage Evaluation | 2 | 1 | Apr 8, 2026 |
|---|
| General Reasoning Average | 2 | 2 | Jun 2, 2026 |
|---|
| Knowledge-grounded Generation | 2 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Preference Alignment | 2 | 2 | May 18, 2026 |
|---|
| Proof writing | 2 | 2 | Jun 26, 2026 |
|---|
| Knowledge Transfer | 2 | 1 | Feb 18, 2026 |
|---|
| Ordinal Preference Alignment | 2 | 1 | Apr 7, 2026 |
|---|
| Reward-wise QA fairness and alignment | 2 | 1 | Apr 7, 2026 |
|---|
| Document Continuation | 2 | 1 | Feb 18, 2026 |
|---|
| Generalization to Unseen Preferences | 2 | 1 | Apr 7, 2026 |
|---|
| Dialogue Emotion Detection | 2 | 8 | Apr 21, 2026 |
|---|
| Dialogue Strategy Alignment | 2 | 1 | Feb 18, 2026 |
|---|
| General Capability Preservation | 2 | 2 | Jun 16, 2026 |
|---|
| Reference-free Conversation Evaluation | 2 | 1 | Apr 7, 2026 |
|---|