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 |
|---|---|---|---|---|
| Information retrieval and Question Answering | 1 | 2 | Mar 18, 2026 | |
| Dermoscopy Visual Question Answering | 1 | 1 | Mar 30, 2026 | |
| Information-based question answering | 1 | 1 | Feb 20, 2026 | |
| Acoustic Dialogue Question Answering | 1 | 1 | Jun 23, 2026 | |
| Instruction Following and Open-ended question answering | 1 | 1 | May 28, 2026 | |
| Descriptive Question Answering | 1 | 1 | Mar 25, 2026 | |
| Intent Question Answering | 1 | 1 | Feb 18, 2026 | |
| Descriptive Visual Question Answering | 1 |
| 1 |
| Mar 16, 2026 |
| Audio Multiple-Choice Question Answering | 1 | 1 | Mar 10, 2026 |
|---|
| Knowledge-Update Question Answering | 1 | 1 | Jun 2, 2026 |
|---|
| Direct-Answer Question Answering | 1 | 1 | Jun 2, 2026 |
|---|
| Knowledge-intensive multiple-choice question answering | 1 | 1 | May 29, 2026 |
|---|
| Climate Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Discourse Question Answering | 1 | 1 | Jun 30, 2026 |
|---|
| Korean Multimodal Question Answering | 1 | 1 | Apr 13, 2026 |
|---|
| LLM Serving and Question Answering | 1 | 1 | May 12, 2026 |
|---|
| 3D Spatial Visual Question Answering | 1 | 1 | Apr 3, 2026 |
|---|
| Active Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Clinical Licensing Examination Question Answering | 1 | 1 | May 28, 2026 |
|---|
| Document Image Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Law Article Question Answering | 1 | 1 | Apr 10, 2026 |
|---|
| Legal Multiple Choice Question Answering | 1 | 1 | Apr 29, 2026 |
|---|
| Clinical Medical Examination Question Answering | 1 | 1 | May 28, 2026 |
|---|
| Document Selection for Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Lifelong Memory Question Answering | 1 | 1 | May 20, 2026 |
|---|