diff --git a/mteb/tasks/Image/Any2AnyRetrieval/eng/ROxfordI2IRetrieval.py b/mteb/tasks/Image/Any2AnyRetrieval/eng/ROxfordI2IRetrieval.py
index 7779883a84..2fb96a2365 100644
--- a/mteb/tasks/Image/Any2AnyRetrieval/eng/ROxfordI2IRetrieval.py
+++ b/mteb/tasks/Image/Any2AnyRetrieval/eng/ROxfordI2IRetrieval.py
@@ -105,7 +105,7 @@ class ROxfordHardI2IRetrieval(AbsTaskAny2AnyRetrieval):
             "path": "JamieSJS/r-oxford-hard",
             "revision": "f20b30211b7ba3fc64a02bd83998fe75f3023719",
         },
-        type="Retrieval",
+        type="Any2AnyRetrieval",
         category="i2i",
         eval_splits=["test"],
         eval_langs=["eng-Latn"],
diff --git a/mteb/tasks/Image/Any2AnyRetrieval/eng/RParisI2IRetrieval.py b/mteb/tasks/Image/Any2AnyRetrieval/eng/RParisI2IRetrieval.py
index ed49982fe5..e625258053 100644
--- a/mteb/tasks/Image/Any2AnyRetrieval/eng/RParisI2IRetrieval.py
+++ b/mteb/tasks/Image/Any2AnyRetrieval/eng/RParisI2IRetrieval.py
@@ -105,7 +105,7 @@ class RParisHardI2IRetrieval(AbsTaskAny2AnyRetrieval):
             "path": "JamieSJS/r-paris-hard",
             "revision": "fd121b6592fe946616fa85116703b94a4c61fd63",
         },
-        type="Retrieval",
+        type="Any2AnyRetrieval",
         category="i2i",
         eval_splits=["test"],
         eval_langs=["eng-Latn"],
diff --git a/mteb/tasks/Image/ImageClassification/eng/Caltech101Classification.py b/mteb/tasks/Image/ImageClassification/eng/Caltech101Classification.py
index 0e00980428..63b0b622ad 100644
--- a/mteb/tasks/Image/ImageClassification/eng/Caltech101Classification.py
+++ b/mteb/tasks/Image/ImageClassification/eng/Caltech101Classification.py
@@ -13,6 +13,7 @@ class Caltech101Classification(AbsTaskImageClassification):
             "path": "HuggingFaceM4/Caltech-101",
             "name": "with_background_category",
             "revision": "851374102055782c84f89b1b4e9d128a6568847b",
+            "trust_remote_code": True,
         },
         type="ImageClassification",
         category="i2t",
diff --git a/mteb/tasks/Image/ImageClassification/eng/FGVCAircraftClassification.py b/mteb/tasks/Image/ImageClassification/eng/FGVCAircraftClassification.py
index 3db3ef2d8c..aac18c7e57 100644
--- a/mteb/tasks/Image/ImageClassification/eng/FGVCAircraftClassification.py
+++ b/mteb/tasks/Image/ImageClassification/eng/FGVCAircraftClassification.py
@@ -12,6 +12,7 @@ class FGVCAircraftClassification(AbsTaskImageClassification):
         dataset={
             "path": "HuggingFaceM4/FGVC-Aircraft",
             "revision": "91860adfc9a09aabca5cddb5247442109b38e213",
+            "trust_remote_code": True,
         },
         type="ImageClassification",
         category="i2t",
diff --git a/mteb/tasks/Image/ImageClassification/eng/MNISTClassification.py b/mteb/tasks/Image/ImageClassification/eng/MNISTClassification.py
index 5e9b9a86af..0956e0d1c3 100644
--- a/mteb/tasks/Image/ImageClassification/eng/MNISTClassification.py
+++ b/mteb/tasks/Image/ImageClassification/eng/MNISTClassification.py
@@ -11,7 +11,7 @@ class MNISTClassification(AbsTaskImageClassification):
         reference="https://en.wikipedia.org/wiki/MNIST_database",
         dataset={
             "path": "ylecun/mnist",
-            "revision": "b06aab39e05f7bcd9635d18ed25d06eae523c574",
+            "revision": "77f3279092a1c1579b2250db8eafed0ad422088c",
         },
         type="ImageClassification",
         category="i2t",
diff --git a/mteb/tasks/Image/ImageMultilabelClassification/eng/PascalVOC2007.py b/mteb/tasks/Image/ImageMultilabelClassification/eng/PascalVOC2007.py
index 1a02997aec..057d631784 100644
--- a/mteb/tasks/Image/ImageMultilabelClassification/eng/PascalVOC2007.py
+++ b/mteb/tasks/Image/ImageMultilabelClassification/eng/PascalVOC2007.py
@@ -15,6 +15,7 @@ class VOC2007Classification(AbsTaskImageMultilabelClassification):
             "path": "HuggingFaceM4/pascal_voc",
             "name": "voc2007_main",
             "revision": "dbafdb9e1506c9c419c5c4672e409463cd21ba50",
+            "trust_remote_code": True,
         },
         type="ImageMultilabelClassification",
         category="i2t",
diff --git a/mteb/tasks/Image/ZeroshotClassification/eng/CLEVR.py b/mteb/tasks/Image/ZeroshotClassification/eng/CLEVR.py
index 3137ad510d..fe89f06d42 100644
--- a/mteb/tasks/Image/ZeroshotClassification/eng/CLEVR.py
+++ b/mteb/tasks/Image/ZeroshotClassification/eng/CLEVR.py
@@ -8,7 +8,7 @@
 
 class CLEVR(AbsTaskZeroshotClassification):
     metadata = TaskMetadata(
-        name="CLEVR",
+        name="CLEVRZeroShot",
         description="CLEVR closest object distance identification task.",
         reference="https://openaccess.thecvf.com/content_cvpr_2017/html/Johnson_CLEVR_A_Diagnostic_CVPR_2017_paper.html",
         dataset={
@@ -61,7 +61,7 @@ def get_candidate_labels(self) -> list[str]:
 
 class CLEVRCount(AbsTaskZeroshotClassification):
     metadata = TaskMetadata(
-        name="CLEVRCount",
+        name="CLEVRCountZeroShot",
         description="CLEVR count objects task.",
         reference="https://openaccess.thecvf.com/content_cvpr_2017/html/Johnson_CLEVR_A_Diagnostic_CVPR_2017_paper.html",
         dataset={
diff --git a/mteb/tasks/Image/ZeroshotClassification/eng/Caltech101.py b/mteb/tasks/Image/ZeroshotClassification/eng/Caltech101.py
index ab7ca141cb..00bfdac874 100644
--- a/mteb/tasks/Image/ZeroshotClassification/eng/Caltech101.py
+++ b/mteb/tasks/Image/ZeroshotClassification/eng/Caltech101.py
@@ -15,6 +15,7 @@ class Caltech101Classification(AbsTaskZeroshotClassification):
             "path": "HuggingFaceM4/Caltech-101",
             "name": "with_background_category",
             "revision": "851374102055782c84f89b1b4e9d128a6568847b",
+            "trust_remote_code": True,
         },
         type="ZeroShotClassification",
         category="i2t",
diff --git a/mteb/tasks/Image/ZeroshotClassification/eng/FGVCAircraft.py b/mteb/tasks/Image/ZeroshotClassification/eng/FGVCAircraft.py
index c15e0b6d4b..b973c85607 100644
--- a/mteb/tasks/Image/ZeroshotClassification/eng/FGVCAircraft.py
+++ b/mteb/tasks/Image/ZeroshotClassification/eng/FGVCAircraft.py
@@ -14,6 +14,7 @@ class FGVCAircraftClassification(AbsTaskZeroshotClassification):
         dataset={
             "path": "HuggingFaceM4/FGVC-Aircraft",
             "revision": "91860adfc9a09aabca5cddb5247442109b38e213",
+            "trust_remote_code": True,
         },
         type="ZeroShotClassification",
         category="i2t",
diff --git a/mteb/tasks/Image/ZeroshotClassification/eng/MNIST.py b/mteb/tasks/Image/ZeroshotClassification/eng/MNIST.py
index 253fa938ac..c274e72d61 100644
--- a/mteb/tasks/Image/ZeroshotClassification/eng/MNIST.py
+++ b/mteb/tasks/Image/ZeroshotClassification/eng/MNIST.py
@@ -13,7 +13,7 @@ class MNISTClassification(AbsTaskZeroshotClassification):
         reference="https://en.wikipedia.org/wiki/MNIST_database",
         dataset={
             "path": "ylecun/mnist",
-            "revision": "b06aab39e05f7bcd9635d18ed25d06eae523c574",
+            "revision": "77f3279092a1c1579b2250db8eafed0ad422088c",
         },
         type="ZeroShotClassification",
         category="i2t",
diff --git a/scripts/run_mieb.py b/scripts/run_mieb.py
index 8b00d64e9d..cf05096996 100644
--- a/scripts/run_mieb.py
+++ b/scripts/run_mieb.py
@@ -9,7 +9,6 @@
     "royokong/e5-v",
     "BAAI/bge-visualized-base",
     "BAAI/bge-visualized-m3",
-    "google/siglip-so400m-patch14-384",
     "kakaobrain/align-base",
     "jinaai/jina-clip-v1",
     "nomic-ai/nomic-embed-vision-v1.5",
@@ -26,6 +25,7 @@
     "laion/CLIP-ViT-L-14-DataComp.XL-s13B-b90K",
     "nyu-visionx/moco-v3-vit-b",
     "nyu-visionx/moco-v3-vit-l",
+    # "google/siglip-so400m-patch14-384",# haven't pushed
 ]:
     model = mteb.get_model(model_name)
     tasks = mteb.get_tasks(