diff --git a/README.md b/README.md
index e6a08bda..28edadb4 100755
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 
 # 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
@@ -22,7 +22,7 @@ cd lmms-eval
 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:
diff --git a/lmms_eval/tasks/ai2d_suit/ai2d_suit.yaml b/lmms_eval/tasks/ai2d_suit/ai2d_suit.yaml
index 54821b95..3c9183f3 100755
--- a/lmms_eval/tasks/ai2d_suit/ai2d_suit.yaml
+++ b/lmms_eval/tasks/ai2d_suit/ai2d_suit.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/ai2d
+dataset_path: LIME-DATA/ai2d
 task: "ai2d_suit"
 dataset_kwargs:
   token: True
diff --git a/lmms_eval/tasks/ai2d_suit_VD/ai2d_suit.yaml b/lmms_eval/tasks/ai2d_suit_VD/ai2d_suit.yaml
index 3c5423c8..a9af7098 100755
--- a/lmms_eval/tasks/ai2d_suit_VD/ai2d_suit.yaml
+++ b/lmms_eval/tasks/ai2d_suit_VD/ai2d_suit.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/ai2d
+dataset_path: LIME-DATA/ai2d
 task: "ai2d_suit_vd"
 dataset_kwargs:
   token: True
diff --git a/lmms_eval/tasks/chartqa_suit/chartqa.yaml b/lmms_eval/tasks/chartqa_suit/chartqa.yaml
index 50bcba29..789f8b35 100755
--- a/lmms_eval/tasks/chartqa_suit/chartqa.yaml
+++ b/lmms_eval/tasks/chartqa_suit/chartqa.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/ChartQA
+dataset_path: LIME-DATA/ChartQA
 dataset_kwargs:
   token: True
 task: "chartqa_suit"
diff --git a/lmms_eval/tasks/chartqa_suit_vd/chartqa.yaml b/lmms_eval/tasks/chartqa_suit_vd/chartqa.yaml
index 706f4fa1..3b8d39f3 100755
--- a/lmms_eval/tasks/chartqa_suit_vd/chartqa.yaml
+++ b/lmms_eval/tasks/chartqa_suit_vd/chartqa.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/ChartQA
+dataset_path: LIME-DATA/ChartQA
 dataset_kwargs:
   token: True
 task: "chartqa_suit_vd"
diff --git a/lmms_eval/tasks/coco_cap_suit/coco2017_cap_val.yaml b/lmms_eval/tasks/coco_cap_suit/coco2017_cap_val.yaml
index 4860aa42..0ab16e3d 100755
--- a/lmms_eval/tasks/coco_cap_suit/coco2017_cap_val.yaml
+++ b/lmms_eval/tasks/coco_cap_suit/coco2017_cap_val.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/COCO-Caption2017
+dataset_path: LIME-DATA/COCO-Caption2017
 dataset_kwargs:
   token: True
 task: "coco2017_cap_suit_val"
diff --git a/lmms_eval/tasks/coco_cap_suit_vd/coco2017_cap_val.yaml b/lmms_eval/tasks/coco_cap_suit_vd/coco2017_cap_val.yaml
index 19f15624..ddc49749 100755
--- a/lmms_eval/tasks/coco_cap_suit_vd/coco2017_cap_val.yaml
+++ b/lmms_eval/tasks/coco_cap_suit_vd/coco2017_cap_val.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/COCO-Caption2017
+dataset_path: LIME-DATA/COCO-Caption2017
 dataset_kwargs:
   token: True
 task: "coco2017_cap_suit_val_vd"
diff --git a/lmms_eval/tasks/infovqa_suit/_default_template_infovqa_yaml b/lmms_eval/tasks/infovqa_suit/_default_template_infovqa_yaml
index cf55385a..92461783 100755
--- a/lmms_eval/tasks/infovqa_suit/_default_template_infovqa_yaml
+++ b/lmms_eval/tasks/infovqa_suit/_default_template_infovqa_yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/infovqa
+dataset_path: LIME-DATA/infovqa
 task: "infovqa_suit_val"
 dataset_kwargs:
   token: True
diff --git a/lmms_eval/tasks/infovqa_suit/infovqa_suit_val.yaml b/lmms_eval/tasks/infovqa_suit/infovqa_suit_val.yaml
index b6878640..73b2e229 100755
--- a/lmms_eval/tasks/infovqa_suit/infovqa_suit_val.yaml
+++ b/lmms_eval/tasks/infovqa_suit/infovqa_suit_val.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/infovqa
+dataset_path: LIME-DATA/infovqa
 task: "infovqa_suit_val"
 test_split: train
 output_type: generate_until
diff --git a/lmms_eval/tasks/infovqa_suit_VD/_default_template_infovqa_yaml b/lmms_eval/tasks/infovqa_suit_VD/_default_template_infovqa_yaml
index cf55385a..92461783 100755
--- a/lmms_eval/tasks/infovqa_suit_VD/_default_template_infovqa_yaml
+++ b/lmms_eval/tasks/infovqa_suit_VD/_default_template_infovqa_yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/infovqa
+dataset_path: LIME-DATA/infovqa
 task: "infovqa_suit_val"
 dataset_kwargs:
   token: True
diff --git a/lmms_eval/tasks/infovqa_suit_VD/infovqa_suit_val.yaml b/lmms_eval/tasks/infovqa_suit_VD/infovqa_suit_val.yaml
index bf371d4e..c12a5383 100755
--- a/lmms_eval/tasks/infovqa_suit_VD/infovqa_suit_val.yaml
+++ b/lmms_eval/tasks/infovqa_suit_VD/infovqa_suit_val.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/infovqa
+dataset_path: LIME-DATA/infovqa
 task: "infovqa_suit_val_vd"
 test_split: train
 output_type: generate_until
diff --git a/lmms_eval/tasks/ocrbench_suit/ocrbench_suit.yaml b/lmms_eval/tasks/ocrbench_suit/ocrbench_suit.yaml
index 8c4a95c2..20747299 100644
--- a/lmms_eval/tasks/ocrbench_suit/ocrbench_suit.yaml
+++ b/lmms_eval/tasks/ocrbench_suit/ocrbench_suit.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/ocrbench
+dataset_path: LIME-DATA/ocrbench
 dataset_kwargs:
   token: True
 task: "ocrbench_suit"
diff --git a/lmms_eval/tasks/ocrbench_suit_vd/ocrbench_suit.yaml b/lmms_eval/tasks/ocrbench_suit_vd/ocrbench_suit.yaml
index cac46dda..77c1f17b 100644
--- a/lmms_eval/tasks/ocrbench_suit_vd/ocrbench_suit.yaml
+++ b/lmms_eval/tasks/ocrbench_suit_vd/ocrbench_suit.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/ocrbench
+dataset_path: LIME-DATA/ocrbench
 dataset_kwargs:
   token: True
 task: "ocrbench_suit_vd"
diff --git a/lmms_eval/tasks/ok_vqa_suit/ok_vqa_val2014.yaml b/lmms_eval/tasks/ok_vqa_suit/ok_vqa_val2014.yaml
index bbdc5f87..8e3f5152 100755
--- a/lmms_eval/tasks/ok_vqa_suit/ok_vqa_val2014.yaml
+++ b/lmms_eval/tasks/ok_vqa_suit/ok_vqa_val2014.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/OK-VQA
+dataset_path: LIME-DATA/OK-VQA
 group: ok_vqa_suit
 task: ok_vqa_suit_val2014
 test_split: train
diff --git a/lmms_eval/tasks/ok_vqa_suit_vd/ok_vqa_val2014.yaml b/lmms_eval/tasks/ok_vqa_suit_vd/ok_vqa_val2014.yaml
index 0c3ef524..cdeb3ec8 100755
--- a/lmms_eval/tasks/ok_vqa_suit_vd/ok_vqa_val2014.yaml
+++ b/lmms_eval/tasks/ok_vqa_suit_vd/ok_vqa_val2014.yaml
@@ -1,4 +1,4 @@
-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
diff --git a/lmms_eval/tasks/pope_suit/pope.yaml b/lmms_eval/tasks/pope_suit/pope.yaml
index 6b8c0978..1b271ebc 100755
--- a/lmms_eval/tasks/pope_suit/pope.yaml
+++ b/lmms_eval/tasks/pope_suit/pope.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/POPE
+dataset_path: LIME-DATA/POPE
 dataset_kwargs:
   token: True
 task: "pope_suit"
diff --git a/lmms_eval/tasks/pope_suit_vd/pope.yaml b/lmms_eval/tasks/pope_suit_vd/pope.yaml
index 692f514f..5702a862 100755
--- a/lmms_eval/tasks/pope_suit_vd/pope.yaml
+++ b/lmms_eval/tasks/pope_suit_vd/pope.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/POPE
+dataset_path: LIME-DATA/POPE
 dataset_kwargs:
   token: True
 task: "pope_suit_vd"
diff --git a/lmms_eval/tasks/scienceqa_suit/scienceqa_img_suit.yaml b/lmms_eval/tasks/scienceqa_suit/scienceqa_img_suit.yaml
index 65dd2fe9..a220565f 100755
--- a/lmms_eval/tasks/scienceqa_suit/scienceqa_img_suit.yaml
+++ b/lmms_eval/tasks/scienceqa_suit/scienceqa_img_suit.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/scienceqa
+dataset_path: LIME-DATA/scienceqa
 task: "scienceqa_img_suit"
 dataset_kwargs:
   token: True
diff --git a/lmms_eval/tasks/scienceqa_suit_vd/scienceqa_img_suit.yaml b/lmms_eval/tasks/scienceqa_suit_vd/scienceqa_img_suit.yaml
index c66c33cc..d8cd0c78 100755
--- a/lmms_eval/tasks/scienceqa_suit_vd/scienceqa_img_suit.yaml
+++ b/lmms_eval/tasks/scienceqa_suit_vd/scienceqa_img_suit.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/scienceqa
+dataset_path: LIME-DATA/scienceqa
 task: "scienceqa_img_suit_vd"
 dataset_kwargs:
   token: True
diff --git a/lmms_eval/tasks/textcaps_suit/textcaps_suit_val.yaml b/lmms_eval/tasks/textcaps_suit/textcaps_suit_val.yaml
index a2504251..4a874c38 100755
--- a/lmms_eval/tasks/textcaps_suit/textcaps_suit_val.yaml
+++ b/lmms_eval/tasks/textcaps_suit/textcaps_suit_val.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/TextCaps
+dataset_path: LIME-DATA/TextCaps
 dataset_kwargs:
   token: True
 task: "textcaps_suit_val"
diff --git a/lmms_eval/tasks/textcaps_suit_vd/textcaps_suit_val_vd.yaml b/lmms_eval/tasks/textcaps_suit_vd/textcaps_suit_val_vd.yaml
index d74aa073..f515ad5f 100755
--- a/lmms_eval/tasks/textcaps_suit_vd/textcaps_suit_val_vd.yaml
+++ b/lmms_eval/tasks/textcaps_suit_vd/textcaps_suit_val_vd.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/TextCaps
+dataset_path: LIME-DATA/TextCaps
 dataset_kwargs:
   token: True
 task: "textcaps_suit_val_vd"
diff --git a/lmms_eval/tasks/textvqa_suit/textvqa_suit_val.yaml b/lmms_eval/tasks/textvqa_suit/textvqa_suit_val.yaml
index d77b3eef..a1e1a1ed 100755
--- a/lmms_eval/tasks/textvqa_suit/textvqa_suit_val.yaml
+++ b/lmms_eval/tasks/textvqa_suit/textvqa_suit_val.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/textvqa
+dataset_path: LIME-DATA/textvqa
 task: textvqa_suit_val
 test_split: train
 metric_list:
diff --git a/lmms_eval/tasks/textvqa_suit_vd/textvqa_suit_val.yaml b/lmms_eval/tasks/textvqa_suit_vd/textvqa_suit_val.yaml
index ff9dcea7..04bbd16e 100755
--- a/lmms_eval/tasks/textvqa_suit_vd/textvqa_suit_val.yaml
+++ b/lmms_eval/tasks/textvqa_suit_vd/textvqa_suit_val.yaml
@@ -1,4 +1,4 @@
-dataset_path: LIME-ICLR/textvqa
+dataset_path: LIME-DATA/textvqa
 task: textvqa_suit_val_vd
 test_split: train
 metric_list: