allenai / allenai/allenact

Cannot reproduce the performance of EmbCLIP on the ObjectNav task of the RoboTHOR

Đang mở
#377 2 bình luận 0 reaction 0 người được giao Xem trên GitHub
Ngôn ngữ chính
Python
Star
383
Fork
59
Chỉ số merge pull request
Không có pull request nào được merge trong 30 ngày

Mô tả

## Problem / Question

Official EmbCLIP is on the leaderboard with a TestSPL score of 0.2.
But according to the [tutorial](https://github.com/allenai/embodied-clip/blob/main/readme_files/baselines_robothor_objectnav.md), I got a score of 0.17.
The command I ran was:
```
python allenact/main.py -o storage/objectnav-robothor-rgb-clip-rn50 -b projects/objectnav_baselines/experiments/robothor/clip objectnav_robothor_rgb_clipresnet50gru_ddppo -c pretrained_model_ckpts/objectnav-robothor-clip-rn50.130M.pt
```
And I got the file `storage/objectnav-robothor-rgb-clip-rn50/metrics/ObjectNav-RoboTHOR-RGB-ClipResNet50GRU-DDPPO/2024-02-15_03-32-04/metrics__test_2024-02-15_03-32-04.json`
According to the method in the [documentation](https://allenact.org/projects/objectnav_baselines/), I got the metric of the validation.
According to the scripts form [robothor-challenge](https://github.com/allenai/robothor-challenge/blob/main/robothor_challenge/scripts/convert_allenact_metrics.py), I run the command:
```
python convert_allenact_metrics.py -v storage/objectnav-robothor-rgb-clip-rn50/metrics/ObjectNav-RoboTHOR-RGB-ClipResNet50GRU-DDPPO/2024-02-15_02-36-50/metrics__val_2024-02-15_02-36-50.json -t storage/objectnav-robothor-rgb-clip-rn50/metrics/ObjectNav-RoboTHOR-RGB-ClipResNet50GRU-DDPPO/2024-02-15_03-32-04/metrics__test_2024-02-15_03-32-04.json -o submission_metrics.json.gz
```
Then submit the `submission_metrics.json.gz` file,

![image](https://github.com/allenai/allenact/assets/56984759/f7619f49-2a32-42be-a2db-cf1fa21243f5)

What should I do?

## Additional context

_(Optional)_ - To provide support it's helpful to have as many details as possible, add additional context here.

Hướng dẫn đóng góp

Mở hướng dẫn đóng góp

Đánh giá

Issue này chưa được đánh giá.

Nhận issue mới trong hộp thư của bạn

Bản tóm tắt ngắn những issue GitHub phù hợp với người mới.