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LIME update
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kangreen0210 committed Oct 14, 2024
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4 changes: 2 additions & 2 deletions README.md
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# LIME: LESS IS MORE FOR MLLM EVALUATION
## Annoucement
- [2024-10] 📰 We have released both the [LIME](https://huggingface.co/LIME-ICLR) dataset and the data duration pipeline!
- [2024-10] 📰 We have released both the [LIME](https://huggingface.co/LIME-DATA) dataset and the data duration pipeline!
- [2024-09] 🍋 We have open-sourced the evaluation data and corresponding evaluation code for `LIME`. The data duration pipeline for LIME will be open-sourced within two weeks.

## Introduction
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pip install -e .
```
### 2. download dataset from huggingface
download all datasets from [here](https://huggingface.co/LIME-ICLR)
download all datasets from [here](https://huggingface.co/LIME-DATA)

### 3.run evaluation
#### For MLLMs evaluation:
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/ai2d_suit/ai2d_suit.yaml
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dataset_path: LIME-ICLR/ai2d
dataset_path: LIME-DATA/ai2d
task: "ai2d_suit"
dataset_kwargs:
token: True
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/ai2d_suit_VD/ai2d_suit.yaml
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dataset_path: LIME-ICLR/ai2d
dataset_path: LIME-DATA/ai2d
task: "ai2d_suit_vd"
dataset_kwargs:
token: True
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/chartqa_suit/chartqa.yaml
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dataset_path: LIME-ICLR/ChartQA
dataset_path: LIME-DATA/ChartQA
dataset_kwargs:
token: True
task: "chartqa_suit"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/chartqa_suit_vd/chartqa.yaml
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dataset_path: LIME-ICLR/ChartQA
dataset_path: LIME-DATA/ChartQA
dataset_kwargs:
token: True
task: "chartqa_suit_vd"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/coco_cap_suit/coco2017_cap_val.yaml
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dataset_path: LIME-ICLR/COCO-Caption2017
dataset_path: LIME-DATA/COCO-Caption2017
dataset_kwargs:
token: True
task: "coco2017_cap_suit_val"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/coco_cap_suit_vd/coco2017_cap_val.yaml
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dataset_path: LIME-ICLR/COCO-Caption2017
dataset_path: LIME-DATA/COCO-Caption2017
dataset_kwargs:
token: True
task: "coco2017_cap_suit_val_vd"
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dataset_path: LIME-ICLR/infovqa
dataset_path: LIME-DATA/infovqa
task: "infovqa_suit_val"
dataset_kwargs:
token: True
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/infovqa_suit/infovqa_suit_val.yaml
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dataset_path: LIME-ICLR/infovqa
dataset_path: LIME-DATA/infovqa
task: "infovqa_suit_val"
test_split: train
output_type: generate_until
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dataset_path: LIME-ICLR/infovqa
dataset_path: LIME-DATA/infovqa
task: "infovqa_suit_val"
dataset_kwargs:
token: True
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/infovqa_suit_VD/infovqa_suit_val.yaml
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dataset_path: LIME-ICLR/infovqa
dataset_path: LIME-DATA/infovqa
task: "infovqa_suit_val_vd"
test_split: train
output_type: generate_until
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/ocrbench_suit/ocrbench_suit.yaml
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dataset_path: LIME-ICLR/ocrbench
dataset_path: LIME-DATA/ocrbench
dataset_kwargs:
token: True
task: "ocrbench_suit"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/ocrbench_suit_vd/ocrbench_suit.yaml
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dataset_path: LIME-ICLR/ocrbench
dataset_path: LIME-DATA/ocrbench
dataset_kwargs:
token: True
task: "ocrbench_suit_vd"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/ok_vqa_suit/ok_vqa_val2014.yaml
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dataset_path: LIME-ICLR/OK-VQA
dataset_path: LIME-DATA/OK-VQA
group: ok_vqa_suit
task: ok_vqa_suit_val2014
test_split: train
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/ok_vqa_suit_vd/ok_vqa_val2014.yaml
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dataset_path: LIME-ICLR/OK-VQA
dataset_path: LIME-DATA/OK-VQA
group: ok_vqa_suit_vd
task: ok_vqa_suit_val2014_vd
test_split: train
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/pope_suit/pope.yaml
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dataset_path: LIME-ICLR/POPE
dataset_path: LIME-DATA/POPE
dataset_kwargs:
token: True
task: "pope_suit"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/pope_suit_vd/pope.yaml
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dataset_path: LIME-ICLR/POPE
dataset_path: LIME-DATA/POPE
dataset_kwargs:
token: True
task: "pope_suit_vd"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/scienceqa_suit/scienceqa_img_suit.yaml
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dataset_path: LIME-ICLR/scienceqa
dataset_path: LIME-DATA/scienceqa
task: "scienceqa_img_suit"
dataset_kwargs:
token: True
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/scienceqa_suit_vd/scienceqa_img_suit.yaml
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dataset_path: LIME-ICLR/scienceqa
dataset_path: LIME-DATA/scienceqa
task: "scienceqa_img_suit_vd"
dataset_kwargs:
token: True
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/textcaps_suit/textcaps_suit_val.yaml
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dataset_path: LIME-ICLR/TextCaps
dataset_path: LIME-DATA/TextCaps
dataset_kwargs:
token: True
task: "textcaps_suit_val"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/textcaps_suit_vd/textcaps_suit_val_vd.yaml
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dataset_path: LIME-ICLR/TextCaps
dataset_path: LIME-DATA/TextCaps
dataset_kwargs:
token: True
task: "textcaps_suit_val_vd"
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/textvqa_suit/textvqa_suit_val.yaml
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dataset_path: LIME-ICLR/textvqa
dataset_path: LIME-DATA/textvqa
task: textvqa_suit_val
test_split: train
metric_list:
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2 changes: 1 addition & 1 deletion lmms_eval/tasks/textvqa_suit_vd/textvqa_suit_val.yaml
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dataset_path: LIME-ICLR/textvqa
dataset_path: LIME-DATA/textvqa
task: textvqa_suit_val_vd
test_split: train
metric_list:
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