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 |
|---|---|---|---|---|
| Multi-shot video storytelling | 1 | 1 | Feb 20, 2026 | |
| Knowledge Unlearning Evaluation | 1 | 1 | Apr 14, 2026 | |
| Long-form multimodal understanding and reasoning | 1 | 1 | Feb 20, 2026 | |
| Math Word Problem Generation | 1 | 1 | Apr 14, 2026 | |
| Instruction-only Video Editing (Add) | 1 | 2 | Mar 20, 2026 | |
| Long-form Spoken Question Answering | 1 | 1 | Apr 14, 2026 | |
| Dialogue Agent Evaluation | 1 | 1 | Feb 18, 2026 | |
| Instruction-only Video Editing (Replace) |
| 1 |
| 1 |
| Feb 20, 2026 |
| Psychological Profile Generation | 1 | 1 | Apr 14, 2026 |
|---|
| Instruction-only Video Editing (Remove) | 1 | 1 | Feb 20, 2026 |
|---|
| Long-context Open-book Question Answering and Summarization | 1 | 1 | Feb 18, 2026 |
|---|
| Social Intelligence Assessment | 1 | 2 | Mar 17, 2026 |
|---|
| Instruction-only Video Editing (Hybrid Edit) | 1 | 1 | Feb 20, 2026 |
|---|
| Narrative Text Quality Assessment | 1 | 1 | Apr 14, 2026 |
|---|
| Cross-jurisdiction Legal Reasoning | 1 | 1 | Apr 14, 2026 |
|---|
| Psychological Client Behavior Simulation | 1 | 1 | Apr 14, 2026 |
|---|
| Conversational behavior generation | 1 | 1 | Feb 20, 2026 |
|---|
| Step-level quality assessment | 1 | 1 | Apr 14, 2026 |
|---|
| Clinical reasoning generation | 1 | 1 | Feb 20, 2026 |
|---|
| Agent-based interactive task execution | 1 | 1 | Apr 14, 2026 |
|---|
| Multimodal Reasoning and Conversation | 1 | 1 | Feb 18, 2026 |
|---|
| Expert-level multidisciplinary QA | 1 | 1 | Feb 20, 2026 |
|---|
| Planning and puzzle solving | 1 | 1 | Apr 14, 2026 |
|---|
| General-purpose multiple-choice evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Privacy-Utility Trade-off Evaluation | 1 | 1 | Apr 14, 2026 |
|---|