Mars-Bench is a standardized benchmark for evaluating vision models on Martian surface and orbital imagery, covering 20 datasets across classification, segmentation, and detection tasks.
active 2025-05-15 → 2025-10-18 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 157 days from 2025-05-15 to 2025-10-18. Pushes: 15 total, peak 5 in a day. Pull requests: 3 total, peak 1 in a day. Issues: 12 total, peak 12 in a day. Comments: 24 total, peak 13 in a day. Stars: 5 total, peak 1 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 |
|---|---|---|---|---|
| Mirzyaaliii | 27 | 0 | 0 | 13 |
| Copilot | 11 | 0 | 0 | 10 |
| Vatsal-Malaviya | 10 | 8 | 2 | 0 |
| IrishMehta | 5 | 4 | 1 | 0 |
| bimal-gajera | 2 | 2 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Pull request#90IrishMehta2025-08-17 08:24
- Issue comment#34bimal-gajera2025-07-24 04:11few-shot trainer feature
- Pull request#88Vatsal-Malaviya2025-06-19 16:13
- Pull request#88Vatsal-Malaviya2025-06-18 02:58
- Issue comment#34Mirzyaaliii2025-05-18 23:15few-shot trainer feature
- Issue#83Mirzyaaliii2025-05-18 23:11mapping update for binary
- Issue comment#83Mirzyaaliii2025-05-18 23:11mapping update for binary
- Issue comment#84Mirzyaaliii2025-05-18 23:09few shot
- Issue#84Mirzyaaliii2025-05-18 23:09few shot
- Issue comment#63Mirzyaaliii2025-05-18 23:07UNetFormer
- Issue#63Mirzyaaliii2025-05-18 23:07UNetFormer
- Issue comment#54Mirzyaaliii2025-05-18 23:07Varying thresholds for confiuration: training.trainer.limit_val_batches based on dataset
- Issue#54Mirzyaaliii2025-05-18 23:07Varying thresholds for confiuration: training.trainer.limit_val_batches based on dataset
- Issue comment#53Mirzyaaliii2025-05-18 23:03Different Monitoring metrics based on task
- Issue#53Mirzyaaliii2025-05-18 23:03Different Monitoring metrics based on task
- Issue comment#51Mirzyaaliii2025-05-18 23:02Attribute error when wandb logging is set to false
- Issue#51Mirzyaaliii2025-05-18 23:02Attribute error when wandb logging is set to false
- Issue comment#43Mirzyaaliii2025-05-18 22:59update required in pyproject.toml
- Issue#43Mirzyaaliii2025-05-18 22:59update required in pyproject.toml
- Issue comment#38Mirzyaaliii2025-05-18 22:59Update README and docstrings for detection module
- Issue#38Mirzyaaliii2025-05-18 22:59Update README and docstrings for detection module
- Issue comment#34Mirzyaaliii2025-05-18 22:57few-shot trainer feature
- Issue#34Mirzyaaliii2025-05-18 22:57few-shot trainer feature
- Issue comment#34Mirzyaaliii2025-05-18 22:57few-shot trainer feature
- Issue#34Mirzyaaliii2025-05-18 22:57few-shot trainer feature
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 5 stars here means stars gained during the window, not the repo's star count.