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 |
|---|---|---|---|---|
| Conversational Numerical Reasoning Question Answering | 2 | 1 | Feb 18, 2026 | |
| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 | |
| Ambiguous Question Answering | 2 | 2 | Jul 8, 2026 | |
| Cell-Level Visual Question Answering | 2 | 1 | Apr 21, 2026 | |
| General Science Question Answering | 2 | 2 | May 22, 2026 | |
| General Text Question Answering | 2 | 2 | May 11, 2026 | |
| Change Visual Question Answering | 2 | 1 | Apr 21, 2026 | |
| Generative Multiple-choice Question Answering | 2 | 1 | Feb 18, 2026 | |
| Multiple Choice Question Answering and Reasoning |
|---|
| 2 |
| 2 |
| Jun 4, 2026 |
| Geometric Question Answering | 2 | 3 | Jun 15, 2026 |
|---|
| Global Multimodal Question Answering | 2 | 1 | Apr 21, 2026 |
|---|
| Cultural Question Answering | 2 | 1 | Apr 29, 2026 |
|---|
| Graph-based Question Answering | 2 | 1 | Jun 5, 2026 |
|---|
| Grounded Multi-Video Question Answering | 2 | 1 | May 20, 2026 |
|---|
| Multi-session Conversation Question Answering | 2 | 2 | Jun 16, 2026 |
|---|
| Multiple-choice Audio Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Multi-step Question Answering | 2 | 1 | Feb 19, 2026 |
|---|
| Data Analysis Question Answering | 2 | 1 | Jun 16, 2026 |
|---|
| Multi-robot cooperative Visual Question Answering | 2 | 1 | May 19, 2026 |
|---|
| Academic Question Answering | 2 | 2 | Mar 4, 2026 |
|---|
| Chinese General Knowledge Question Answering | 1 | 3 | Jun 26, 2026 |
|---|
| Information Loss Question Answering Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Choice Visual Question Answering | 1 | 1 | Apr 16, 2026 |
|---|
| Depth-aware Multimodal Question Answering | 1 | 1 | Mar 9, 2026 |
|---|
| Information Seeking Question Answering | 1 | 1 | Mar 4, 2026 |
|---|