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 |
|---|---|---|---|---|
| Audio Question Answering | 40 | 28 | Jul 1, 2026 | |
| Single-hop Question Answering | 40 | 48 | Jul 8, 2026 | |
| Long-form Question Answering | 38 | 28 | Jul 7, 2026 | |
| General Visual Question Answering | 36 | 20 | Jul 7, 2026 | |
| Embodied Question Answering | 35 | 35 | Jul 3, 2026 | |
| Financial Question Answering | 34 | 23 | Jun 23, 2026 | |
| 3D Question Answering | 30 | 69 | Jul 9, 2026 | |
| End-to-end Question Answering | 27 | 13 | Jun 11, 2026 | |
| Knowledge-based Visual Question Answering |
| 27 |
| 31 |
| Jul 2, 2026 |
| Temporal Question Answering | 27 | 20 | Jun 16, 2026 |
|---|
| Retrieval-Augmented Question Answering | 25 | 10 | Jun 16, 2026 |
|---|
| Generative Question Answering | 23 | 15 | Jun 11, 2026 |
|---|
| Speech Question Answering | 22 | 10 | Jul 8, 2026 |
|---|
| Open-Ended Visual Question Answering | 22 | 21 | Jun 25, 2026 |
|---|
| Long Video Question Answering | 21 | 20 | Jul 8, 2026 |
|---|
| Open-ended Video Question Answering | 20 | 18 | Jul 3, 2026 |
|---|
| Closed-book Question Answering | 19 | 14 | Jun 4, 2026 |
|---|
| Text-based Visual Question Answering | 19 | 136 | Jul 3, 2026 |
|---|
| Legal Question Answering | 19 | 13 | Jul 8, 2026 |
|---|
| Multi-modal Question Answering | 18 | 27 | Jul 8, 2026 |
|---|
| Boolean Question Answering | 17 | 56 | Jul 1, 2026 |
|---|
| Biomedical Question Answering | 16 | 12 | Jun 18, 2026 |
|---|
| Multilingual Question Answering | 16 | 17 | Jul 7, 2026 |
|---|
| Retrieval Question Answering | 16 | 3 | May 22, 2026 |
|---|
| Clinical Question Answering | 16 | 8 | Jul 3, 2026 |
|---|