diff --git a/VideoMMMU/question_only_videos/dev_Clinical_Medicine_4_image.mp4 b/VideoMMMU/question_only_videos/dev_Clinical_Medicine_4_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..cd6791aa04d379d06489fd3b3d2726c82db0202c
--- /dev/null
+++ b/VideoMMMU/question_only_videos/dev_Clinical_Medicine_4_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b523edab71a0cd819a5872babe62e2039796d103f3f66185ca4ec09a7f3f513
+size 83566
diff --git a/VideoMMMU/question_only_videos/dev_Geography_5_image.mp4 b/VideoMMMU/question_only_videos/dev_Geography_5_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3b05d1f497e60858e80fa48b0371a0672f3acf2c
--- /dev/null
+++ b/VideoMMMU/question_only_videos/dev_Geography_5_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfdb5ca7e95bc2b26da5c21e617e79ca894825399901fea49653371ee81fe8ac
+size 26010
diff --git a/VideoMMMU/question_only_videos/new_Art_2_image.mp4 b/VideoMMMU/question_only_videos/new_Art_2_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d400f20a0c55f6837605e31626019c448d82ea67
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Art_2_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a17b3ba4f0a43a7f9a8d692ec22373b3d44103d761a5ed57d5137034637bf191
+size 53301
diff --git a/VideoMMMU/question_only_videos/new_Art_Theory_4_image.mp4 b/VideoMMMU/question_only_videos/new_Art_Theory_4_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..95dcac4f9b7999b23a05a8120d8d901262c799c7
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Art_Theory_4_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17777f5b23eee49cdfa626d51871ea2876479c04d213ba19d308b97d826b0f43
+size 451841
diff --git a/VideoMMMU/question_only_videos/new_Art_Theory_5_image.mp4 b/VideoMMMU/question_only_videos/new_Art_Theory_5_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..a16f4fc7d9c389968d3956b815e3caa756c3b4d1
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Art_Theory_5_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3511ae2f139464abf876516049078231bda0f3d83f96e8496ce3241f86d5e96
+size 261471
diff --git a/VideoMMMU/question_only_videos/new_History_2_image.mp4 b/VideoMMMU/question_only_videos/new_History_2_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..796719a35e52e4869840ed882af7d498cea6efff
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_History_2_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66f8691e0bddcf4f619421c6ce8569bd4ef7badf39ab02dfc6a8481f73a502b0
+size 60340
diff --git a/VideoMMMU/question_only_videos/new_History_8_image.mp4 b/VideoMMMU/question_only_videos/new_History_8_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b8681b1aea3f2cc4023befd6fcb658ad13670fbe
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_History_8_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e71bfac6a3f4fbc7f0432816603e30c1fa7d649cf3079f565e4e17b30bf94676
+size 53490
diff --git a/VideoMMMU/question_only_videos/new_Literature_8_image.mp4 b/VideoMMMU/question_only_videos/new_Literature_8_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b5b60a493f5757fb8f68fa37c3c4c29f869e6ea7
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Literature_8_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6dffef8fac2694a8d8bcb7e09ed52947323710f6132a53dccccdb734912d20d
+size 22140
diff --git a/VideoMMMU/question_only_videos/new_Psychology_4_image.mp4 b/VideoMMMU/question_only_videos/new_Psychology_4_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3a078389b48a6c06941776d1b601b1efd3e3e445
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Psychology_4_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d13072b069c9258438ac6ef0d116473b6b33bc82709f3540c444f67551a0d28f
+size 94566
diff --git a/VideoMMMU/question_only_videos/new_Sociology_2_image.mp4 b/VideoMMMU/question_only_videos/new_Sociology_2_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8e9cc6855d8434dd9461cae4b5f3179565fc9bc6
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Sociology_2_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:940b1bca86f4f1bd4398becdd95571f381d31de1f7dbc5c4b1153f5ca515b2fe
+size 75448
diff --git a/VideoMMMU/question_only_videos/new_Sociology_4_image.mp4 b/VideoMMMU/question_only_videos/new_Sociology_4_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..0fe27b338563f42849b1d5d13219be685ad6715b
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Sociology_4_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbd4b4ea721faf6f2f2b30cfaeec85ba1a46cfac870f6a9192c3b621ec08ded5
+size 41272
diff --git a/VideoMMMU/question_only_videos/new_Sociology_8_image.mp4 b/VideoMMMU/question_only_videos/new_Sociology_8_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c3910c80726e796d69b7878c91b923280fe8d2ca
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Sociology_8_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5df86efe7fad90674285025cbfd9947932e1b4c7ca820b453fea65a48e5d35b2
+size 49982
diff --git a/VideoMMMU/question_only_videos/new_Sociology_9_image.mp4 b/VideoMMMU/question_only_videos/new_Sociology_9_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..fe67a5e555f0e06d98ab46a1ee90fbfdbb15b13a
--- /dev/null
+++ b/VideoMMMU/question_only_videos/new_Sociology_9_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf009aeff7813ede83e542a0e598897843db7ee527ecd763de9f898cc942d8d5
+size 67503
diff --git a/VideoMMMU/question_only_videos/test_Architecture_and_Engineering_359_image.mp4 b/VideoMMMU/question_only_videos/test_Architecture_and_Engineering_359_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4dfd8f7589e15e944a8d9312289eba7fc2cfcedd
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Architecture_and_Engineering_359_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42ded40123961dadf16abb6fc944b69e3442c52bc69c0dac65d3fe5dbdfb06ff
+size 20978
diff --git a/VideoMMMU/question_only_videos/test_Computer_Science_227_image.mp4 b/VideoMMMU/question_only_videos/test_Computer_Science_227_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..cc2d3a34cc9137011f45cff43f328c3d37392dfc
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Computer_Science_227_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b01a196f184d4e6a230542532418538f571d90b9f83bf35f0855297624a3d11
+size 18901
diff --git a/VideoMMMU/question_only_videos/test_Electronics_118_image.mp4 b/VideoMMMU/question_only_videos/test_Electronics_118_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d77fb0c54e80270a6921ca5344083756d3953b2b
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Electronics_118_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:081f996ec8bcefcacd24f23f03c2de33281a588c9b262f194cead6122aff14c5
+size 25861
diff --git a/VideoMMMU/question_only_videos/test_Electronics_140_image.mp4 b/VideoMMMU/question_only_videos/test_Electronics_140_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..06fe53260ed3c41e4bbd6cfac0e4afc52ff8473f
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Electronics_140_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4d73ce6f5472682b3a8a974f5dbb1c23d6c645dc4ce93a303d46f2fa66d5466
+size 20965
diff --git a/VideoMMMU/question_only_videos/test_Energy_and_Power_220_image.mp4 b/VideoMMMU/question_only_videos/test_Energy_and_Power_220_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6f9006367db79c74205c8ecde8c8aa65e1131309
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Energy_and_Power_220_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:797245044c1b9986bb6b6ce8e61d9569f670a86eb06593e79234b67da2894d96
+size 24718
diff --git a/VideoMMMU/question_only_videos/test_Energy_and_Power_352_image.mp4 b/VideoMMMU/question_only_videos/test_Energy_and_Power_352_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..62e7b30feb00ed8ad70d1bf0e612fc1bda7843b0
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Energy_and_Power_352_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b94f4d0619ae858c9da527fe8f3e67fe2176fc9313e39207142f50d77029cfa
+size 16261
diff --git a/VideoMMMU/question_only_videos/test_Geography_14_image.mp4 b/VideoMMMU/question_only_videos/test_Geography_14_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f644a7d592cd0ba9e028247da03ad0d7933093a8
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Geography_14_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9038c06323d8e27f35fce8dbbc83d0a60d96bef605c3032ae6b59a869d9da1d8
+size 21213
diff --git a/VideoMMMU/question_only_videos/test_Geography_8_image.mp4 b/VideoMMMU/question_only_videos/test_Geography_8_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..741c8a26d62fdfc7c203ef3f72c6a2e15aafbb0e
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Geography_8_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d8e97419de8feb86b56c473642f1720806ac9e1e2b89147f8a167f73bb5b3ff
+size 18831
diff --git a/VideoMMMU/question_only_videos/test_Materials_239_image.mp4 b/VideoMMMU/question_only_videos/test_Materials_239_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..0aa949092c300cbf6dc0e6727d2c85b28bcb4465
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Materials_239_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c6a46b5e81fc645acab2dc6bcc9ecb20621396a756c79807320597e56e8e48b
+size 37398
diff --git a/VideoMMMU/question_only_videos/test_Materials_72_image.mp4 b/VideoMMMU/question_only_videos/test_Materials_72_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..893b8e36b7d89102e71bd44268d26ab585522476
--- /dev/null
+++ b/VideoMMMU/question_only_videos/test_Materials_72_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9062e59f8e65d168bf7560a6acda4cc8ce29b695f5a7e749c16bfbb292f32cd2
+size 31559
diff --git a/VideoMMMU/question_only_videos/validation_Accounting_1_image.mp4 b/VideoMMMU/question_only_videos/validation_Accounting_1_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f0ab66cc86bae0c73f4e3f542b43982cf689eec2
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Accounting_1_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac908e8b3362ac5508c6230982b51438ddef24d39929bdb8d525eea6e7af24ef
+size 12468
diff --git a/VideoMMMU/question_only_videos/validation_Accounting_20_image.mp4 b/VideoMMMU/question_only_videos/validation_Accounting_20_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b9b3dc7e201760f28a2937155ab29ee1c6707a63
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Accounting_20_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0a0f8703c0d1001c673ef6c54b85996c9a23a4e2b27632ea4b1700f601824a0
+size 12381
diff --git a/VideoMMMU/question_only_videos/validation_Accounting_9_image.mp4 b/VideoMMMU/question_only_videos/validation_Accounting_9_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e194ea047b439f2dcdfd8802da724baa649afe6e
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Accounting_9_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebc9870a9395dcd009a8c8e8f061807134a88b5cd4ef0d46674a111affa58b43
+size 48797
diff --git a/VideoMMMU/question_only_videos/validation_Architecture_and_Engineering_26_image.mp4 b/VideoMMMU/question_only_videos/validation_Architecture_and_Engineering_26_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..98f26f4aaf63c937a325f4872720a2c5d487b380
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Architecture_and_Engineering_26_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad9343fdee7455ff798ac6bb9368bc09efa4d921a1bcf27215d0dcd68b63a09f
+size 15609
diff --git a/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_10_image.mp4 b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_10_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..fe06ad32d4f56552037add04abb09263b8bd8360
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_10_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6298dc6693eb21ca8aecaf86b4a05236dbe7d243c4e1ccbfeb831ffa3a55ec6
+size 17925
diff --git a/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_11_image.mp4 b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_11_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..897e70dc46a414df098181c71c331e5741d02ea6
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_11_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18897d703d56a2bccf9e9cfb5bb889afbd4e892e949609df3534ab8873b910d0
+size 68823
diff --git a/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_13_image.mp4 b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_13_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..01679d232c004b405d88f5cf7f9870faa124bb13
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_13_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f77b18816b05a7bab508f04ebc4ebbb2298084637a64c3a6d151decab2625bf8
+size 56937
diff --git a/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_15_image.mp4 b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_15_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..806d6b0e6ada715c85d80bb7c17a705b85147654
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_15_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd8b8f7489daab86a3ad8276d7da24a6afef5e780943cc985c66c4adda5ce741
+size 56236
diff --git a/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_2_image.mp4 b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_2_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e5063cf1dbd5a1990e03a1b17a223f838aa650ad
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_2_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ae9495872253fc112f1a485314c973fb39b2b536d5fff35b0f40bf3dd0552a2
+size 109892
diff --git a/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_3_image.mp4 b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_3_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..480b5993d06c49f22686f36bb23cfb8cfa3964f2
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_3_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffe7c9997e0de44a2f17d51d32d2052c597d7d1a2f99574c1f6ecd5fd34f11c2
+size 96647
diff --git a/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_5_image.mp4 b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_5_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..a94b03f191bfeb0f8316134df9bb7cd0b3544b2d
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Basic_Medical_Science_5_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15a95e81d5b3281876221a92225478cec89f784ef2a7d0150ece040e5888913d
+size 32200
diff --git a/VideoMMMU/question_only_videos/validation_Chemistry_13_image.mp4 b/VideoMMMU/question_only_videos/validation_Chemistry_13_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..261eb37be394c0ccf7071531fcff0c48b432cb0f
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Chemistry_13_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:844f8d2a6090e75cad5d56c597bb163a56dadb23b7d8a749424bf4e8364652d5
+size 34285
diff --git a/VideoMMMU/question_only_videos/validation_Chemistry_16_image.mp4 b/VideoMMMU/question_only_videos/validation_Chemistry_16_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6e5a40ae0227cbdf972edebfa0fb6b6c2444e020
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Chemistry_16_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:531c082789a6f8c137ce2455a88b44009e84f73c823ba28ad83b2eb538e94c42
+size 14835
diff --git a/VideoMMMU/question_only_videos/validation_Computer_Science_19_image.mp4 b/VideoMMMU/question_only_videos/validation_Computer_Science_19_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..165d6dc823603702c1d72f31e2c2e8d11bd2ea0e
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Computer_Science_19_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28d9607bda8f7573297d1f135a4577b27e452333dcf5ca92bc1d59e80ad9ff9a
+size 37413
diff --git a/VideoMMMU/question_only_videos/validation_Computer_Science_9_image.mp4 b/VideoMMMU/question_only_videos/validation_Computer_Science_9_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9ba746b74dfb16119404e1a36cd2c0071b46b2bd
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Computer_Science_9_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:714cc517ce54900d71ab1bfbfb5b9f1d0f785916ba847420e2daae3b29f681d1
+size 35839
diff --git a/VideoMMMU/question_only_videos/validation_Diagnostics_and_Laboratory_Medicine_13_image.mp4 b/VideoMMMU/question_only_videos/validation_Diagnostics_and_Laboratory_Medicine_13_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..79b3fd855eb097398dc315742541b90d88a061ee
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Diagnostics_and_Laboratory_Medicine_13_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bf666e6631a658ab30b3127d9bb28837cf92465e8202ecac3e014cc505f9536
+size 55802
diff --git a/VideoMMMU/question_only_videos/validation_Economics_11_image.mp4 b/VideoMMMU/question_only_videos/validation_Economics_11_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..88f6b85a266de2078633bfe9ad9e3b0b9a828b23
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Economics_11_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3e5baec92b46aa30111aaf641ed743b0d2fba0efcb751e18699497a75298424
+size 15244
diff --git a/VideoMMMU/question_only_videos/validation_Economics_6_image.mp4 b/VideoMMMU/question_only_videos/validation_Economics_6_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..40fdffb92c3a3c15b3b659826d42a64f9110e25c
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Economics_6_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a619296adc4f99f9a1cb5dcb9615a8fdc0e7e52ffdc8ba4116546a00b754268f
+size 16690
diff --git a/VideoMMMU/question_only_videos/validation_Economics_8_image.mp4 b/VideoMMMU/question_only_videos/validation_Economics_8_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e044c66016cef735e3df5a4ca2576449e1045cfd
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Economics_8_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66371c1ced5a5a465c8afcebbe0457f5866faacfed2e50ea660874cab224fabe
+size 27386
diff --git a/VideoMMMU/question_only_videos/validation_Electronics_10_image.mp4 b/VideoMMMU/question_only_videos/validation_Electronics_10_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d33ab3f3e2f1451274fecc361e242d6073baab44
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Electronics_10_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c31921e8e91742e8fe6106c4af19d50b5bfc0dc02438b507450a180157f10b61
+size 23520
diff --git a/VideoMMMU/question_only_videos/validation_Electronics_13_image.mp4 b/VideoMMMU/question_only_videos/validation_Electronics_13_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..4ed408b3a5055e58941a3ac87eef9015031afc26
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Electronics_13_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16a90f7208f67688523b177db067eea6e36f59871a5bec4e5a98f9e5cf291959
+size 50478
diff --git a/VideoMMMU/question_only_videos/validation_Energy_and_Power_11_image.mp4 b/VideoMMMU/question_only_videos/validation_Energy_and_Power_11_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..5eef706239b90f3d47ac246ab9f546b75d96fdd0
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Energy_and_Power_11_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcbbb6736526b325d3ec9d07bfbc2bd338c129a64b0fda855c4009f86eecd3ba
+size 14637
diff --git a/VideoMMMU/question_only_videos/validation_Energy_and_Power_13_image.mp4 b/VideoMMMU/question_only_videos/validation_Energy_and_Power_13_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..35278ccbae98493785c54bdb13be0c8e58524456
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Energy_and_Power_13_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8cacf3c0ce3f8a13637ea82b747089d0d80bc97ab800e6ceafd0cabd4bea38c5
+size 32337
diff --git a/VideoMMMU/question_only_videos/validation_Energy_and_Power_3_image.mp4 b/VideoMMMU/question_only_videos/validation_Energy_and_Power_3_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..d6d307fe531f3f2fb29943c936b63170da803957
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Energy_and_Power_3_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36ab56e85d6c5d2e9306c8ecba8f66e221ed828e2ef3a229b5478933e1ccc706
+size 18757
diff --git a/VideoMMMU/question_only_videos/validation_Energy_and_Power_4_image.mp4 b/VideoMMMU/question_only_videos/validation_Energy_and_Power_4_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..fea9a3c5f74c9ae01db38bffb832de6551e4c336
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Energy_and_Power_4_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:771509628eeb7f9c0eedd2781da8decd6b5780b299fc2df50d5b0a08d8dd08b5
+size 21838
diff --git a/VideoMMMU/question_only_videos/validation_Energy_and_Power_9_image.mp4 b/VideoMMMU/question_only_videos/validation_Energy_and_Power_9_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..858c8f216d90c6fd2d7913ec8ce92bbda0c175f4
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Energy_and_Power_9_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdc6f2905b3aad25d2bd58649858110169047758bd6746ddd98b116e6b86d955
+size 17792
diff --git a/VideoMMMU/question_only_videos/validation_Finance_11_image.mp4 b/VideoMMMU/question_only_videos/validation_Finance_11_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..058589d6ec075a6fb4c230b27c09aa5c2181d54a
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Finance_11_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec62e8b2e536f883166326d6a1cd890c845db1ee22b943f8560355ff0618e918
+size 41757
diff --git a/VideoMMMU/question_only_videos/validation_Finance_12_image.mp4 b/VideoMMMU/question_only_videos/validation_Finance_12_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..de2a9313cd692b20bee7de0105bfb5dbac2a5365
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Finance_12_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2c2b492593c0dcb9eaa3b262982fd125ceb2561ca4f05e3dd8bf9c9add0a858
+size 20652
diff --git a/VideoMMMU/question_only_videos/validation_Finance_6_image.mp4 b/VideoMMMU/question_only_videos/validation_Finance_6_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7c4e12af873ec7c9d9256021b124e9c2f47c5696
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Finance_6_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:632d59d76f88d0672f1e7e5f0c79b93d1cd9438b934c93955f5a4851067048d1
+size 19024
diff --git a/VideoMMMU/question_only_videos/validation_Manage_13_image.mp4 b/VideoMMMU/question_only_videos/validation_Manage_13_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..983c025ba70f30a44b1e92af571669f80c120259
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Manage_13_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efe3ff534fc13d093d5b97e80a6e337c0ee4eab6eb11438817f3a8a3b9de7125
+size 33661
diff --git a/VideoMMMU/question_only_videos/validation_Marketing_2_image.mp4 b/VideoMMMU/question_only_videos/validation_Marketing_2_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..f579c9002c86289fed3cc8cf568f58d271bd9102
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Marketing_2_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6437b1cf0d29ca8a40d67d17d3e8a1ee93115fca79e439a3214bd49cda68078
+size 11092
diff --git a/VideoMMMU/question_only_videos/validation_Materials_15_image.mp4 b/VideoMMMU/question_only_videos/validation_Materials_15_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..7a43926786ab0b62f36c25f54b4252ce4a67f6a8
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Materials_15_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0764d1bffbdfd7cf7a77439ef5cbe711e63069e3ca4b26cf23c2e3533a78326b
+size 22535
diff --git a/VideoMMMU/question_only_videos/validation_Materials_17_image.mp4 b/VideoMMMU/question_only_videos/validation_Materials_17_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..cd60c7ea3ae1bff727d54aba59f4beac5bece850
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Materials_17_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9f1344cc2c401df48ee2916411b5e48217a4e35f9c60c0d8b3ed6ed44b56d4f
+size 25033
diff --git a/VideoMMMU/question_only_videos/validation_Materials_18_image.mp4 b/VideoMMMU/question_only_videos/validation_Materials_18_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..b70bf6ba19713a06314cf6285c04703f819feaee
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Materials_18_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f987e460378a814fe2bdaabbcd01358d1d03c4426e4be3405212091e42a89029
+size 15633
diff --git a/VideoMMMU/question_only_videos/validation_Materials_5_image.mp4 b/VideoMMMU/question_only_videos/validation_Materials_5_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c6ce44dfc787204298baf27672151bdfd05e1c80
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Materials_5_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a42f932bd185c02d19a44d6708a1a9c96c9b96a1c6f5742e64c6793040f2a4a
+size 29612
diff --git a/VideoMMMU/question_only_videos/validation_Materials_7_image.mp4 b/VideoMMMU/question_only_videos/validation_Materials_7_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..78fc3717ee1cd25c8643b8552cb06e7d5c6ccf4b
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Materials_7_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04572c248310f5def52b4432026d5fa8087aa4a217d6aad1d30275abd9a12761
+size 24944
diff --git a/VideoMMMU/question_only_videos/validation_Math_20_image.mp4 b/VideoMMMU/question_only_videos/validation_Math_20_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c8ac87d5f4f48c1a64453de540a2f70a3b1a2930
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Math_20_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db0aca89b03b76c95c25d23843388e4ece32452a2b85f83230cbb0890bb356d6
+size 40870
diff --git a/VideoMMMU/question_only_videos/validation_Math_23_image.mp4 b/VideoMMMU/question_only_videos/validation_Math_23_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..5b62eba8393c645b0ccb3330edf2b6ef6c7fd6e6
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Math_23_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:172775fc4bede2a08605ce316bf7c37632b8e1168d7371c577d0ba190566b0b4
+size 18660
diff --git a/VideoMMMU/question_only_videos/validation_Math_6_image.mp4 b/VideoMMMU/question_only_videos/validation_Math_6_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..c279a58ac15b70e0742cf59bc1da4e0cb659f286
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Math_6_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b11b31467149c9f8005128be1a1719d4d6ad2e7c44edbc618cc9db50c477ecee
+size 17285
diff --git a/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_12_image.mp4 b/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_12_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3c83e38858b20aa7f1a884816ea07501a576df0c
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_12_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fd9879065c73d58dcba091a4d73822046b45d84c1e12edc629a3e0a459637eb
+size 48058
diff --git a/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_18_image.mp4 b/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_18_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..431ebe6eb43ef1c630196af0de267f5a90c4c508
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_18_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53c2ddf0de9ffe43bc72085a964d88a6c632cd2af2746f2b26c46318573059f8
+size 32802
diff --git a/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_5_image.mp4 b/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_5_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..8fea450cd5d260c292d9af59dd8aed86b5d343ed
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Mechanical_Engineering_5_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b2ef0e9c292b47132457c66b70a3cee62cbfc4d14e54c6c33a35a04822b167e
+size 15610
diff --git a/VideoMMMU/question_only_videos/validation_Music_3_image.mp4 b/VideoMMMU/question_only_videos/validation_Music_3_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..fde65fe1fc41c07929d8586f1535cf664150bfc4
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Music_3_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6aca15cc6a40554c8fb3a6a27ef50f9c42d56213bbc1cc613abcc7c14e3af9d
+size 33714
diff --git a/VideoMMMU/question_only_videos/validation_Pharmacy_4_image.mp4 b/VideoMMMU/question_only_videos/validation_Pharmacy_4_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..09dfe64e79468bb0b665f71ed22528552a2cabbb
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Pharmacy_4_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66512378bb851026ad71eb9a8f118d40b86cb56c0f1b86052d06614ef0009f81
+size 34242
diff --git a/VideoMMMU/question_only_videos/validation_Physics_11_image.mp4 b/VideoMMMU/question_only_videos/validation_Physics_11_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..257cdaed06dde82eed33c72a1bc81ab756aa8f11
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Physics_11_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b3dffa2b17f73d3da090683442f8d80f41b43025d3386b730a79845da8f08ce
+size 21003
diff --git a/VideoMMMU/question_only_videos/validation_Physics_13_image.mp4 b/VideoMMMU/question_only_videos/validation_Physics_13_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..9d973c9d2a6302063f579a9d41d57994fd426676
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Physics_13_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2552b9f5d25b84332a65b70a34d2f85d44325ff493c61c7c192be86573437a91
+size 19922
diff --git a/VideoMMMU/question_only_videos/validation_Psychology_22_image.mp4 b/VideoMMMU/question_only_videos/validation_Psychology_22_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..e89dcc792e2695f880982df2feb19f9095d8bbc5
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Psychology_22_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f79bcde6b2ceadec486b28d37e34eb2a0667b061490e1ea9ebff206b20bc0ed2
+size 22529
diff --git a/VideoMMMU/question_only_videos/validation_Public_Health_10_image.mp4 b/VideoMMMU/question_only_videos/validation_Public_Health_10_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..3769622548076047e6aa93018bce0effae561a6a
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Public_Health_10_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:493c2dd15cdc7aa26368fdbd48f66b6dafecf467fac1ed197f5f534978166685
+size 7418
diff --git a/VideoMMMU/question_only_videos/validation_Public_Health_11_image.mp4 b/VideoMMMU/question_only_videos/validation_Public_Health_11_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..902598b052cc738e81a1fe3e60cfbbe413e1ca3d
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Public_Health_11_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df04cfd2dee50aae114caa528f645f1af583ee1e7656c74167a0b28cba95208c
+size 18391
diff --git a/VideoMMMU/question_only_videos/validation_Public_Health_12_image.mp4 b/VideoMMMU/question_only_videos/validation_Public_Health_12_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..6988ec3c34774db0a858b6ee1bd1ffe7f97f74af
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Public_Health_12_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3637ebd51d7441254ccc1294854318137beabb71f377be6ed9fb130aac85cea3
+size 19348
diff --git a/VideoMMMU/question_only_videos/validation_Public_Health_6_image.mp4 b/VideoMMMU/question_only_videos/validation_Public_Health_6_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..ec820584f43b30c19db3ec837b2a844fba17d8fc
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Public_Health_6_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73075515e2b41ab8306c0ce6a968a24e7bdcbb7196ffce22873e60ecf3d79160
+size 10885
diff --git a/VideoMMMU/question_only_videos/validation_Public_Health_8_image.mp4 b/VideoMMMU/question_only_videos/validation_Public_Health_8_image.mp4
new file mode 100644
index 0000000000000000000000000000000000000000..86b2c6bea0a339b4791172e0ba13bfde22ff2465
--- /dev/null
+++ b/VideoMMMU/question_only_videos/validation_Public_Health_8_image.mp4
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e67106024da4ac5cba1d2f49180f9fd9419b8264f30603ff1475ad8c4744746
+size 35207