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 |
|---|---|---|---|---|
| Judicial Conflict Resolution | 1 | 1 | Mar 27, 2026 | |
| Social Inclusion | 1 | 1 | Mar 27, 2026 | |
| Multi-turn Conversational VQA | 1 | 1 | Feb 18, 2026 | |
| Professional Consensus Building | 1 | 1 | Mar 27, 2026 | |
| Multi-turn interaction trajectory evaluation | 1 | 1 | Mar 27, 2026 | |
| LLM Agent Memory Retrieval | 1 | 1 | Feb 19, 2026 | |
| Number Guessing | 1 | 1 | Mar 27, 2026 | |
| Information Retention | 1 | 1 | Feb 19, 2026 | |
| Reason |
| 1 |
| 1 |
| Mar 27, 2026 |
| Conversational Assistance | 1 | 1 | Feb 18, 2026 |
|---|
| Token-level length-controlled question answering | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-discipline Visual Reasoning | 1 | 1 | Mar 27, 2026 |
|---|
| Word-level length-controlled question answering | 1 | 1 | Feb 19, 2026 |
|---|
| Medical Differential Diagnoses | 1 | 1 | Mar 27, 2026 |
|---|
| Sentence-level length-controlled question answering | 1 | 1 | Feb 19, 2026 |
|---|
| Bio-molecular Instruction | 1 | 1 | Mar 27, 2026 |
|---|
| Multi-modal human-preference alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Korean Long Context | 1 | 1 | Feb 19, 2026 |
|---|
| Mathematical expression synthesis | 1 | 1 | Mar 27, 2026 |
|---|
| Interactive Query Answering (Average MRR) | 1 | 1 | Mar 27, 2026 |
|---|
| Contextual Understanding and Reasoning | 1 | 1 | Feb 19, 2026 |
|---|
| Out-of-Distribution Agent Reasoning | 1 | 1 | Mar 27, 2026 |
|---|
| General Language Model Reasoning | 1 | 1 | Feb 19, 2026 |
|---|
| Language Understanding and Common Sense Reasoning | 1 | 1 | Mar 27, 2026 |
|---|
| Video Streaming Conversation | 1 | 1 | Mar 27, 2026 |
|---|