[Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning
active 2024-03-21 → 2026-03-12 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 722 days from 2024-03-21 to 2026-03-12. Pushes: 37 total, peak 9 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 35 total, peak 2 in a day. Comments: 58 total, peak 4 in a day. Stars: 364 total, peak 6 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| deepcs233 | 58 | 37 | 0 | 21 |
| Jankin66 | 13 | 0 | 0 | 10 |
| LengSicong | 5 | 0 | 0 | 3 |
| AhLok-Chow | 4 | 0 | 0 | 3 |
| MuyeHuang | 3 | 0 | 0 | 2 |
| ztt0821 | 3 | 0 | 0 | 1 |
| raja-kumar | 3 | 0 | 0 | 2 |
| zdou0830 | 3 | 0 | 0 | 1 |
| pkulium | 2 | 0 | 0 | 1 |
| egbertYeah | 2 | 0 | 0 | 1 |
| ciroimmobile | 2 | 0 | 0 | 1 |
| KeliangLiu2023 | 2 | 0 | 0 | 0 |
| TuTusong | 2 | 0 | 0 | 0 |
| SwapnanilMukherjee | 2 | 0 | 0 | 1 |
| LL195115 | 2 | 0 | 0 | 1 |
| forappy | 2 | 0 | 0 | 0 |
| Valsure | 2 | 0 | 0 | 2 |
| lyc728 | 2 | 0 | 0 | 1 |
| Brilliant-B | 1 | 0 | 0 | 1 |
| dearjohn12 | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#33RUOHUIHUI2026-03-12 08:24Images in `gqa_cot_train.jsonl` not present in tar files
- Issue comment#33SwapnanilMukherjee2026-03-11 07:06Images in `gqa_cot_train.jsonl` not present in tar files
- Issue#37ZY-finca2025-12-09 09:05MME dataset
- Issue#33SwapnanilMukherjee2025-09-07 10:15Images in `gqa_cot_train.jsonl` not present in tar files
- Issue comment#16dearjohn122025-08-13 17:54How to process and get the 98K detailed CoT data?
- Issue#31LLL89892025-07-16 01:55Can't find the images of the train dataset
- Issue#30jackgao-thu2025-06-16 13:52Questions about Visual7w datasets
- Issue#29ZhiningLiu19982025-06-05 22:22CastError when loading dataset from HuggingFace
- Issue comment#28egbertYeah2025-06-05 07:54Train dataset
- Issue#28egbertYeah2025-06-04 08:06Train dataset
- Issue#27iman1234ahmadi2025-05-10 20:38Error in downloading dataset
- Issue#26czhhzc2025-04-08 02:39The image file
- Issue comment#20MuyeHuang2025-04-06 20:52Regarding the issue with bbox.
- Issue comment#20Brilliant-B2025-04-06 14:37Regarding the issue with bbox.
- Issue comment#24LL1951152025-03-31 10:45The result reproduction problems of VISCOT
- Issue comment#23deepcs2332025-03-28 16:11Excuse me, does your project provide a script that can merge the results after Lora fine-tuning with the original model?
- Issue comment#24deepcs2332025-03-28 16:08The result reproduction problems of VISCOT
- Issue#24LL1951152025-03-28 08:04The result reproduction problems of VISCOT
- Issue#23KeliangLiu20232025-03-28 03:41Excuse me, does your project provide a script that can merge the results after Lora fine-tuning with the original model?
- Issue#22TuTusong2025-03-17 11:26运行finetune.sh时遇到了如下的问题请求大佬帮助
- Issue#22TuTusong2025-03-17 10:45运行finetune.sh时遇到了如下的问题请求大佬帮助
- Issue comment#9zhangquanchen2025-03-12 07:52A quick model demo
- Issue comment#21raja-kumar2025-03-11 23:17error while running benchmark
- Issue comment#21raja-kumar2025-03-11 21:32error while running benchmark
- Issue comment#21deepcs2332025-03-11 06:53error while running benchmark
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 364 stars here means stars gained during the window, not the repo's star count.