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 |
|---|---|---|---|---|
| NLU Question Answering | 1 | 1 | Jun 5, 2026 | |
| NLU and Question Answering | 1 | 1 | Mar 24, 2026 | |
| Narrative Question Answering | 1 | 1 | Feb 18, 2026 | |
| Analogical Question Answering | 1 | 1 | Feb 18, 2026 | |
| Change-Detection-based Visual Question Answering | 1 | 1 | Feb 20, 2026 | |
| Natural Language Understanding, Question Answering, and Named Entity Recognition | 1 | 1 | Feb 18, 2026 | |
| Noisy-RAG Question Answering | 1 | 1 | Feb 18, 2026 | |
| Explanatory Visual Question Answering | 1 | 1 | May 6, 2026 | |
| Numerical Reasoning Question Answering |
| 1 |
| 1 |
| Feb 18, 2026 |
| Cross-lingual Visual Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| OCR and Chart Visual Question Answering | 1 | 2 | Mar 10, 2026 |
|---|
| OCR and Text-based Visual Question Answering | 1 | 5 | Feb 25, 2026 |
|---|
| Objective Search Question Answering | 1 | 1 | Jun 19, 2026 |
|---|
| Graph Visual Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Office Application Question Answering | 1 | 1 | May 25, 2026 |
|---|
| Cultural Visual Question Answering | 1 | 1 | Apr 21, 2026 |
|---|
| Omni-video Question Answering | 1 | 1 | May 26, 2026 |
|---|
| Omnimodal Audio & Video Question Answering | 1 | 1 | Apr 21, 2026 |
|---|
| Anomaly Detection Question Answering | 1 | 1 | Jul 7, 2026 |
|---|
| Omnimodal Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Omnimodal Video-Audio Question Answering | 1 | 1 | May 14, 2026 |
|---|
| Cybersecurity Knowledge Question Answering | 1 | 2 | Jun 30, 2026 |
|---|
| Online Visual-Only Question Answering | 1 | 1 | May 26, 2026 |
|---|
| Cybersecurity Multiple Choice Question Answering | 1 | 1 | Feb 19, 2026 |
|---|
| Open Visual Question Answering | 1 | 1 | Feb 19, 2026 |
|---|