Update leaderboard_data.json
Browse files- leaderboard_data.json +431 -832
leaderboard_data.json
CHANGED
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@@ -6,19 +6,16 @@
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"hf": "https://huggingface.co/Tongyi-MAI/Z-Image-Turbo",
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"open_source": true,
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"release_date": "2025-11",
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"Overall": 74.18,
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"Style": 91.
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"World Knowledge": 90.98,
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"Attribute-Overall": 76.92,
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"Quantity": 75.69,
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"Expression": 66.03,
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"Material": 88.21,
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"Size": 77.78,
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"Shape": 60.
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"Color": 94.17,
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-
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"Action-Overall": 74.71,
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"Hand": 71.15,
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"Full body": 79.89,
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@@ -26,28 +23,22 @@
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"Non Contact": 69.39,
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"Contact": 72.02,
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"State": 76.42,
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-
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"Relationship-Overall": 72.08,
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"Composition": 75.
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"Similarity": 61.11,
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"Inclusion": 77.17,
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"Comparison": 73.44,
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"Compound-Overall": 65.85,
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"Imagination": 69.39,
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"Feature matching": 62.
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"Grammar-Overall": 65.51,
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"Pronoun Reference": 79.04,
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"Consistency": 64.35,
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"Negation": 52.31,
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"Layout-Overall": 80.97,
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"2D": 82.72,
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"3D": 79.17,
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"Logical Reasoning": 50.69,
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"Text": 72.41
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},
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{
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@@ -56,11 +47,9 @@
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"hf": "https://huggingface.co/black-forest-labs/FLUX.2-dev",
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"open_source": true,
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"release_date": "2025-11",
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"Overall": 81.44,
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"Style": 95.
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"World Knowledge": 93.
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"Attribute-Overall": 90.49,
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"Quantity": 86.81,
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"Expression": 83.97,
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@@ -68,36 +57,29 @@
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"Size": 89.58,
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"Shape": 86.25,
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"Color": 100.0,
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"Action-Overall": 87.55,
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"Hand": 87.18,
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"Full body": 91.
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"Animal": 87.
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"Non Contact": 82.14,
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"Contact": 86.
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"State": 90.09,
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"Relationship-Overall": 89.34,
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"Composition": 94.26,
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"Similarity": 82.78,
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"Inclusion": 93.48,
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"Comparison": 81.25,
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"Compound-Overall": 84.02,
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"Imagination": 86.73,
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"Feature matching": 81.25,
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"Grammar-Overall": 76.20,
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"Pronoun Reference": 90.81,
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"Consistency": 82.41,
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"Negation": 55.77,
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"Layout-Overall": 90.49,
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"2D": 91.54,
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"3D": 89.39,
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"Logical Reasoning": 68.35,
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"Text": 39.08
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},
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{
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@@ -106,13 +88,9 @@
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"hf": "-",
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"open_source": false,
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"release_date": "2025-11",
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"Overall": 93.82,
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"Style": 99.50,
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"World Knowledge": 97.47,
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"Attribute-Overall": 94.55,
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"Quantity": 90.97,
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"Expression": 96.15,
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@@ -120,87 +98,71 @@
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"Size": 95.14,
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"Shape": 91.25,
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"Color": 98.33,
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"Action-Overall": 94.96,
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"Hand": 94.23,
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"Full body": 94.57,
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"Animal": 97.06,
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"Non Contact": 92.35,
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"Contact": 95.24,
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"State": 96.
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"Relationship-Overall": 96.07,
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"Composition": 96.96,
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"Similarity": 91.67,
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"Inclusion": 97.83,
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"Comparison": 97.66,
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"Compound-Overall": 94.20,
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"Imagination": 96.68,
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"Feature matching": 91.67,
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"Grammar-Overall": 89.04,
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"Pronoun Reference": 94.49,
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"Consistency": 90.74,
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"Negation": 81.92,
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"Layout-Overall": 94.40,
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"2D": 96.32,
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"3D": 92.42,
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"Logical Reasoning": 82.34,
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"Text": 95.69
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{
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"model": "wan2.5-t2i-preview",
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"link": "https://help.aliyun.com/zh/model-studio/text-to-image-v2-api-reference",
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"hf": "-",
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"open_source": false,
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"release_date": "2025-09",
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"Attribute-Overall": 83.65,
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"Quantity": 78.47,
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"Expression": 75.64,
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"Material":
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"Size": 84.72,
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"Shape":
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"Color":
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"Full body": 72.28,
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"Animal": 81.62,
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"Non Contact":
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"Contact":
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"State":
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"Comparison": 89.06,
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"Compound-Overall": 78.74,
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"Imagination": 84.
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"Feature matching": 72.
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"Logical Reasoning": 63.64,
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"Text": 64.22
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},
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{
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"model": "Echo-4o",
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"hf": "https://huggingface.co/Yejy53/Echo-4o",
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"open_source": true,
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"release_date": "2025-8",
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"Style": 92.80,
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"World Knowledge": 87.66,
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"Attribute-Overall": 84.29,
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"Quantity": 72.92,
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"Expression": 77.56,
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"Material": 89.15,
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"Size": 88.19,
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"Shape": 80.
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"Color": 99.17,
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"Action-Overall": 76.05,
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"Hand": 73.08,
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"Full body": 83.15,
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"Animal": 85.29,
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"Non Contact": 75.
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"Contact": 65.48,
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"State": 75.47,
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"Relationship-Overall": 82.23,
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"Composition": 85.81,
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"Similarity": 75.
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"Inclusion": 88.04,
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"Comparison": 75.78,
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"Compound-Overall": 77.96,
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"Imagination": 82.91,
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"Feature matching": 72.92,
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"Grammar-Overall": 75.40,
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"Pronoun Reference": 80.15,
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"Consistency": 77.31,
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"Negation": 68.85,
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"Layout-Overall": 83.02,
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"2D": 84.19,
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"3D": 81.82,
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"Logical Reasoning": 56.82,
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"Text": 7.76
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},
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{
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"hf": "https://huggingface.co/BAAI/Emu3-Gen",
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"open_source": true,
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"release_date": "2024-09",
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"Overall": 33.91,
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"Style": 78.08,
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"World Knowledge": 55.54,
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"Attribute-Overall": 38.29,
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"Quantity": 27.78,
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"Expression": 30.13,
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@@ -272,7 +221,6 @@
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"Size": 32.64,
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"Shape": 27.67,
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"Color": 71.67,
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"Action-Overall": 31.18,
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"Hand": 16.67,
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"Full body": 36.96,
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@@ -280,29 +228,23 @@
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"Non Contact": 26.02,
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"Contact": 17.86,
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"State": 40.57,
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"Relationship-Overall": 36.68,
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"Composition": 43.58,
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"Similarity": 31.67,
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"Inclusion": 38.04,
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"Comparison": 25.78,
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"Compound-Overall": 21.65,
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"Imagination": 29.85,
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"Feature matching": 13.28,
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"Grammar-Overall": 41.31,
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"Pronoun Reference": 41.91,
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"Consistency": 38.89,
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"Negation": 42.69,
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"Layout-Overall": 22.43,
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"2D": 17.71,
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"3D": 27.27,
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"Text": 0.00
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},
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"model": "UniWorld-V1",
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"hf": "https://huggingface.co/LanguageBind/UniWorld-V1",
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"open_source": true,
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"release_date": "2025-06",
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"Overall": 15.21,
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"Style": 49.
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"World Knowledge": 16.61,
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"Attribute-Overall": 15.06,
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"Quantity": 14.58,
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"Expression": 19.87,
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"Material": 8.02,
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"Size": 13.19,
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"Shape": 5.
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"Color": 37.
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"Action-Overall": 14.64,
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"Hand": 9.62,
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"Full body": 17.93,
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"Non Contact": 9.69,
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"Contact": 6.55,
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"State": 24.06,
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"Relationship-Overall": 11.80,
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"Composition": 16.55,
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"Similarity": 6.67,
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"Inclusion": 12.
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"Comparison": 7.03,
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"Compound-Overall": 4.38,
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"Imagination": 6.63,
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"Feature matching": 2.08,
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"Grammar-Overall": 27.81,
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"Pronoun Reference": 19.85,
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"Consistency": 16.
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"Negation": 45.77,
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"Layout-Overall": 9.14,
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"2D": 8.09,
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"3D": 10.23,
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"Logical Reasoning": 2.95,
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"Text": 0.29
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},
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{
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"hf": "https://huggingface.co/Alpha-VLLM/Lumina-DiMOO",
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"open_source": true,
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"release_date": "2025-09",
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"Overall": 58.35,
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"Style": 80.
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"World Knowledge": 69.46,
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"Attribute-Overall": 75.64,
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"Quantity": 62.
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"Expression": 71.79,
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"Material": 77.83,
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"Size": 78.47,
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"Shape": 70.
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"Color": 96.67,
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"Action-Overall": 61.12,
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"Hand": 42.95,
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"Full body": 61.41,
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"Non Contact": 58.67,
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"Contact": 51.79,
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"State": 74.06,
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"Relationship-Overall": 67.13,
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"Composition": 68.58,
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"Similarity": 62.78,
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"Inclusion": 76.09,
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"Comparison": 57.03,
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"Compound-Overall": 56.06,
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"Imagination":
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"Feature matching": 52.34,
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"Grammar-Overall": 64.84,
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"Pronoun Reference": 76.
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"Consistency": 70.37,
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"Negation": 48.46,
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"Layout-Overall": 69.22,
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"2D": 73.53,
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"3D": 64.77,
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"Logical Reasoning": 39.09,
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"Text": 0.00
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},
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{
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"model": "MMaDA",
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"hf": "https://huggingface.co/Gen-Verse/MMaDA-8B-MixCoT",
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"open_source": true,
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"release_date": "2025-05",
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"Style": 78.20,
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"World Knowledge": 52.06,
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"Attribute-Overall": 55.24,
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"Quantity": 52.78,
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"Expression": 33.97,
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"Material": 58.49,
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"Size": 61.11,
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"Shape": 45.
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"Color": 86.67,
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"Action-Overall": 43.44,
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"Hand": 24.36,
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"Full body": 54.35,
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"Non Contact": 31.63,
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"Contact": 29.17,
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"State": 67.92,
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"Relationship-Overall": 56.22,
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"Composition": 59.
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"Similarity": 52.22,
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"Inclusion": 60.87,
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"Comparison": 46.88,
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"Compound-Overall": 32.86,
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"Imagination": 39.29,
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"Feature matching": 26.
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"Grammar-Overall": 58.56,
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"Pronoun Reference": 59.93,
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"Consistency": 46.
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"Negation": 67.31,
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"Layout-Overall": 37.31,
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"2D": 38.97,
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"3D": 35.61,
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"Logical Reasoning": 26.14,
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"Text": 0.00
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},
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{
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"model": "OmniGen2",
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"hf": "https://huggingface.co/OmniGen2/OmniGen2",
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"open_source": true,
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"release_date": "2025-06",
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"Style": 93.00,
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"World Knowledge": 86.39,
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"Attribute-Overall": 75.43,
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"Quantity": 67.36,
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"Expression": 69.87,
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"Material": 78.
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"Size": 77.78,
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"Shape": 68.75,
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"Color": 93.33,
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"Action-Overall": 66.54,
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"Hand": 64.
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"Full body": 69.57,
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"Animal": 74.26,
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"Non Contact": 61.73,
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"Contact": 55.95,
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"State": 73.58,
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"Relationship-Overall": 70.69,
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"Composition": 77.03,
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"Similarity": 66.67,
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"Inclusion": 71.74,
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"Comparison": 60.16,
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@@ -510,99 +416,80 @@
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@@ -611,48 +498,39 @@
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@@ -661,19 +539,16 @@
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| 806 |
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| 807 |
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| 809 |
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| 810 |
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@@ -820,37 +672,30 @@
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| 858 |
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| 859 |
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| 907 |
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"model": "CogView4",
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|
@@ -910,48 +744,40 @@
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|
| 910 |
"hf": "https://huggingface.co/zai-org/CogView4-6B",
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| 911 |
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| 912 |
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"Expression": 44.87,
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"Hand": 61.54,
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"Animal": 64.71,
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"Non Contact": 52.04,
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"State": 70.28,
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| 932 |
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| 933 |
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| 934 |
"Composition": 61.82,
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| 935 |
"Similarity": 62.22,
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| 936 |
"Inclusion": 63.59,
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| 937 |
"Comparison": 57.81,
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"Consistency": 57.41,
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"Negation": 38.46,
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| 948 |
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| 949 |
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| 950 |
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| 951 |
-
|
| 952 |
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| 953 |
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| 954 |
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"Text": 2.30
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| 955 |
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| 956 |
{
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| 957 |
"model": "Janus",
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| 1464 |
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| 1466 |
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| 1467 |
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| 1468 |
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| 1469 |
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| 1470 |
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| 1471 |
"link": "https://arxiv.org/pdf/2508.02324",
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| 1472 |
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| 1473 |
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| 1474 |
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| 1476 |
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| 1484 |
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|
|
@@ -1486,211 +1205,170 @@
|
|
| 1486 |
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| 1487 |
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| 1500 |
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| 1506 |
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| 1510 |
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| 1518 |
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| 1519 |
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| 1522 |
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| 1523 |
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| 1525 |
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| 1526 |
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| 1535 |
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| 1568 |
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| 1569 |
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| 1573 |
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| 1574 |
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| 1575 |
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| 1576 |
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| 1577 |
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| 1616 |
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| 1618 |
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| 1620 |
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| 1621 |
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| 1622 |
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|
| 1623 |
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|
| 1624 |
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| 1625 |
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| 1626 |
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| 1627 |
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| 1629 |
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| 1638 |
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| 1639 |
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| 1641 |
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| 1642 |
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| 1643 |
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| 1644 |
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| 1645 |
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| 1646 |
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| 1647 |
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| 1648 |
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| 1649 |
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| 1654 |
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| 1659 |
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| 1662 |
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| 1663 |
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| 1664 |
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| 1665 |
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| 1666 |
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| 1667 |
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| 1668 |
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|
| 1669 |
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| 1670 |
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|
| 1671 |
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"Text": 12.06
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| 1672 |
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| 1673 |
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{
|
| 1674 |
"model": "Hunyuan-DiT",
|
| 1675 |
"link": "https://arxiv.org/pdf/2405.08748",
|
| 1676 |
"hf": "https://huggingface.co/Tencent-Hunyuan/HunyuanDiT",
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| 1677 |
"open_source": true,
|
| 1678 |
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| 1679 |
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|
| 1680 |
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| 1681 |
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| 1682 |
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| 1683 |
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| 1685 |
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| 1686 |
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| 1687 |
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| 1688 |
"Expression": 46.15,
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| 1689 |
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| 1690 |
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| 1691 |
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| 1693 |
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|
| 1694 |
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| 1695 |
"Hand": 45.51,
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| 1696 |
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|
|
@@ -1698,41 +1376,33 @@
|
|
| 1698 |
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| 1699 |
"Contact": 47.02,
|
| 1700 |
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| 1701 |
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| 1702 |
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| 1703 |
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| 1704 |
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| 1705 |
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| 1706 |
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| 1707 |
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| 1708 |
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| 1709 |
"Imagination": 52.04,
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| 1710 |
"Feature matching": 36.98,
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| 1711 |
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|
| 1712 |
"Grammar-Overall": 54.68,
|
| 1713 |
"Pronoun Reference": 59.93,
|
| 1714 |
"Consistency": 62.04,
|
| 1715 |
"Negation": 43.08,
|
| 1716 |
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| 1718 |
"2D": 39.71,
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| 1719 |
"3D": 56.06,
|
| 1720 |
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|
| 1721 |
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|
| 1722 |
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|
| 1723 |
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|
| 1724 |
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|
| 1725 |
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{
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| 1726 |
"model": "Recraft",
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| 1727 |
"link": "https://www.recraft.ai/docs#generate-image",
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| 1728 |
"hf": "-",
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| 1729 |
"open_source": false,
|
| 1730 |
"release_date": "2024-12",
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| 1731 |
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|
| 1732 |
"Overall": 57.67,
|
| 1733 |
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"Style": 87.
|
| 1734 |
"World Knowledge": 90.03,
|
| 1735 |
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|
| 1736 |
"Attribute-Overall": 69.34,
|
| 1737 |
"Quantity": 66.67,
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| 1738 |
"Expression": 59.62,
|
|
@@ -1740,7 +1410,6 @@
|
|
| 1740 |
"Size": 73.61,
|
| 1741 |
"Shape": 61.25,
|
| 1742 |
"Color": 95.83,
|
| 1743 |
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|
| 1744 |
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|
| 1745 |
"Hand": 50.64,
|
| 1746 |
"Full body": 72.28,
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|
@@ -1748,95 +1417,74 @@
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|
| 1748 |
"Non Contact": 63.78,
|
| 1749 |
"Contact": 45.24,
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| 1750 |
"State": 72.17,
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| 1751 |
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|
| 1752 |
"Relationship-Overall": 64.47,
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| 1753 |
"Composition": 65.54,
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| 1754 |
"Similarity": 58.89,
|
| 1755 |
"Inclusion": 65.22,
|
| 1756 |
"Comparison": 68.75,
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| 1757 |
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|
| 1758 |
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|
| 1759 |
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|
| 1760 |
"Feature matching": 41.93,
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| 1761 |
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|
| 1762 |
"Grammar-Overall": 60.56,
|
| 1763 |
"Pronoun Reference": 62.87,
|
| 1764 |
"Consistency": 59.26,
|
| 1765 |
"Negation": 59.23,
|
| 1766 |
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|
| 1767 |
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"Layout-Overall": 58.40,
|
| 1768 |
"2D": 55.15,
|
| 1769 |
"3D": 61.74,
|
| 1770 |
-
|
| 1771 |
"Logical Reasoning": 34.09,
|
| 1772 |
-
|
| 1773 |
"Text": 4.31
|
| 1774 |
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|
| 1775 |
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|
| 1776 |
"model": "Imagen-3.0-generate-002",
|
| 1777 |
"link": "https://arxiv.org/pdf/2408.07009",
|
| 1778 |
"hf": "-",
|
| 1779 |
"open_source": false,
|
| 1780 |
"release_date": "2025-02",
|
| 1781 |
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|
| 1782 |
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| 1783 |
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|
| 1784 |
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|
| 1785 |
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|
| 1786 |
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| 1787 |
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|
| 1788 |
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| 1789 |
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| 1790 |
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| 1795 |
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| 1797 |
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"Hand": 0.
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| 1798 |
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| 1799 |
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"Animal": 0.
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| 1800 |
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| 1801 |
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"Contact": 0.
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| 1803 |
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| 1804 |
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| 1815 |
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| 1816 |
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|
| 1817 |
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|
| 1818 |
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|
| 1819 |
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|
| 1820 |
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|
| 1821 |
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|
| 1822 |
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|
| 1823 |
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|
| 1824 |
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|
| 1825 |
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"Text": 0.00
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| 1826 |
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},
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| 1827 |
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{
|
| 1828 |
"model": "Imagen-4.0-Fast-preview-06-06",
|
| 1829 |
"link": "https://deepmind.google/models/imagen/",
|
| 1830 |
"hf": "-",
|
| 1831 |
"open_source": false,
|
| 1832 |
"release_date": "2025-06",
|
| 1833 |
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|
| 1834 |
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"
|
| 1835 |
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|
| 1836 |
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"Style": 93.30,
|
| 1837 |
-
|
| 1838 |
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"World Knowledge": 91.30,
|
| 1839 |
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|
| 1840 |
"Attribute-Overall": 80.98,
|
| 1841 |
"Quantity": 76.39,
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| 1842 |
"Expression": 66.03,
|
|
@@ -1844,49 +1492,40 @@
|
|
| 1844 |
"Size": 88.19,
|
| 1845 |
"Shape": 78.75,
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| 1846 |
"Color": 95.83,
|
| 1847 |
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|
| 1848 |
"Action-Overall": 79.28,
|
| 1849 |
"Hand": 74.36,
|
| 1850 |
"Full body": 79.35,
|
| 1851 |
"Animal": 83.82,
|
| 1852 |
"Non Contact": 73.47,
|
| 1853 |
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"Contact": 75.
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| 1854 |
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|
| 1855 |
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|
| 1856 |
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| 1857 |
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|
| 1858 |
"Similarity": 78.33,
|
| 1859 |
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|
| 1860 |
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|
| 1861 |
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|
| 1862 |
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|
| 1863 |
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|
| 1864 |
"Feature matching": 64.06,
|
| 1865 |
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|
| 1866 |
"Grammar-Overall": 77.41,
|
| 1867 |
"Pronoun Reference": 83.82,
|
| 1868 |
"Consistency": 78.24,
|
| 1869 |
-
"Negation": 70.
|
| 1870 |
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|
| 1871 |
"Layout-Overall": 78.73,
|
| 1872 |
"2D": 80.51,
|
| 1873 |
"3D": 76.89,
|
| 1874 |
-
|
| 1875 |
"Logical Reasoning": 54.77,
|
| 1876 |
-
|
| 1877 |
"Text": 3.74
|
| 1878 |
},
|
| 1879 |
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|
| 1880 |
"model": "FLUX-kontext-max",
|
| 1881 |
"link": "https://bfl.ai/models/flux-kontext",
|
| 1882 |
"hf": "-",
|
| 1883 |
"open_source": false,
|
| 1884 |
"release_date": "2025-05",
|
| 1885 |
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|
| 1886 |
"Overall": 71.85,
|
| 1887 |
"Style": 96.38,
|
| 1888 |
"World Knowledge": 92.83,
|
| 1889 |
-
|
| 1890 |
"Attribute-Overall": 76.41,
|
| 1891 |
"Quantity": 65.97,
|
| 1892 |
"Expression": 69.44,
|
|
@@ -1894,141 +1533,112 @@
|
|
| 1894 |
"Size": 84.72,
|
| 1895 |
"Shape": 66.67,
|
| 1896 |
"Color": 93.33,
|
| 1897 |
-
|
| 1898 |
"Action-Overall": 78.59,
|
| 1899 |
"Hand": 76.32,
|
| 1900 |
"Full body": 83.15,
|
| 1901 |
"Animal": 83.33,
|
| 1902 |
-
"Non Contact": 69.
|
| 1903 |
"Contact": 73.17,
|
| 1904 |
"State": 85.78,
|
| 1905 |
-
|
| 1906 |
"Relationship-Overall": 83.97,
|
| 1907 |
"Composition": 85.14,
|
| 1908 |
"Similarity": 74.43,
|
| 1909 |
"Inclusion": 91.67,
|
| 1910 |
"Comparison": 83.59,
|
| 1911 |
-
|
| 1912 |
"Compound-Overall": 75.13,
|
| 1913 |
"Imagination": 82.65,
|
| 1914 |
"Feature matching": 67.12,
|
| 1915 |
-
|
| 1916 |
"Grammar-Overall": 75.68,
|
| 1917 |
"Pronoun Reference": 79.85,
|
| 1918 |
"Consistency": 75.46,
|
| 1919 |
"Negation": 71.48,
|
| 1920 |
-
|
| 1921 |
"Layout-Overall": 81.34,
|
| 1922 |
"2D": 81.62,
|
| 1923 |
"3D": 81.06,
|
| 1924 |
-
|
| 1925 |
"Logical Reasoning": 56.48,
|
| 1926 |
-
|
| 1927 |
"Text": 1.72
|
| 1928 |
-
|
| 1929 |
-
|
| 1930 |
"model": "Seedream-3.0",
|
| 1931 |
"link": "https://www.byteplus.com/en/product/Seedream",
|
| 1932 |
"hf": "-",
|
| 1933 |
"open_source": false,
|
| 1934 |
"release_date": "2025-06",
|
| 1935 |
-
|
| 1936 |
"Overall": 81.68,
|
| 1937 |
-
|
| 1938 |
-
"Style": 97.50,
|
| 1939 |
-
|
| 1940 |
"World Knowledge": 93.99,
|
| 1941 |
-
|
| 1942 |
"Attribute-Overall": 88.03,
|
| 1943 |
"Quantity": 84.03,
|
| 1944 |
"Expression": 82.69,
|
| 1945 |
"Material": 94.34,
|
| 1946 |
"Size": 89.58,
|
| 1947 |
-
"Shape": 80.
|
| 1948 |
-
"Color": 97.
|
| 1949 |
-
|
| 1950 |
"Action-Overall": 86.98,
|
| 1951 |
"Hand": 85.26,
|
| 1952 |
"Full body": 90.76,
|
| 1953 |
"Animal": 89.71,
|
| 1954 |
-
"Non Contact": 85.
|
| 1955 |
"Contact": 80.36,
|
| 1956 |
"State": 90.09,
|
| 1957 |
-
|
| 1958 |
"Relationship-Overall": 84.39,
|
| 1959 |
"Composition": 86.82,
|
| 1960 |
"Similarity": 74.44,
|
| 1961 |
"Inclusion": 90.22,
|
| 1962 |
"Comparison": 84.38,
|
| 1963 |
-
|
| 1964 |
"Compound-Overall": 76.68,
|
| 1965 |
"Imagination": 82.14,
|
| 1966 |
"Feature matching": 71.09,
|
| 1967 |
-
|
| 1968 |
"Grammar-Overall": 67.25,
|
| 1969 |
"Pronoun Reference": 84.19,
|
| 1970 |
"Consistency": 79.17,
|
| 1971 |
"Negation": 39.62,
|
| 1972 |
-
|
| 1973 |
"Layout-Overall": 84.14,
|
| 1974 |
"2D": 89.34,
|
| 1975 |
"3D": 78.79,
|
| 1976 |
-
|
| 1977 |
"Logical Reasoning": 59.09,
|
| 1978 |
-
|
| 1979 |
"Text": 78.74
|
| 1980 |
-
|
| 1981 |
-
|
| 1982 |
"model": "Imagen-4.0-Ultra-preview-06-06",
|
| 1983 |
"link": "https://deepmind.google/models/imagen/",
|
| 1984 |
"hf": "-",
|
| 1985 |
"open_source": false,
|
| 1986 |
"release_date": "2025-06",
|
| 1987 |
-
|
| 1988 |
-
"
|
| 1989 |
-
|
| 1990 |
-
"
|
| 1991 |
-
|
| 1992 |
-
"
|
| 1993 |
-
|
| 1994 |
-
"
|
| 1995 |
-
"
|
| 1996 |
-
"Expression": 79.49,
|
| 1997 |
-
"Material": 94.81,
|
| 1998 |
-
"Size": 93.75,
|
| 1999 |
-
"Shape": 88.12,
|
| 2000 |
"Color": 100.0,
|
| 2001 |
-
|
| 2002 |
-
"Action-Overall": 93.82,
|
| 2003 |
"Hand": 94.87,
|
| 2004 |
-
"Full body":
|
| 2005 |
-
"Animal":
|
| 2006 |
-
"Non Contact":
|
| 2007 |
-
"Contact":
|
| 2008 |
-
"State":
|
| 2009 |
-
|
| 2010 |
-
"
|
| 2011 |
-
"Composition": 91.22,
|
| 2012 |
"Similarity": 87.22,
|
| 2013 |
-
"Inclusion":
|
| 2014 |
-
"Comparison":
|
| 2015 |
-
|
| 2016 |
"Compound-Overall": 89.95,
|
| 2017 |
-
"Imagination": 94.
|
| 2018 |
-
"Feature matching": 84.
|
| 2019 |
-
|
| 2020 |
-
"
|
| 2021 |
-
"
|
| 2022 |
-
"
|
| 2023 |
-
"
|
| 2024 |
-
|
| 2025 |
-
"
|
| 2026 |
-
"
|
| 2027 |
-
"
|
| 2028 |
-
|
| 2029 |
-
"Logical Reasoning": 79.32,
|
| 2030 |
-
|
| 2031 |
-
"Text": 9.77
|
| 2032 |
},
|
| 2033 |
{
|
| 2034 |
"model": "GPT-4o",
|
|
@@ -2036,13 +1646,9 @@
|
|
| 2036 |
"hf": "-",
|
| 2037 |
"open_source": false,
|
| 2038 |
"release_date": "2025-03",
|
| 2039 |
-
|
| 2040 |
"Overall": 91.02,
|
| 2041 |
-
|
| 2042 |
"Style": 99.39,
|
| 2043 |
-
|
| 2044 |
"World Knowledge": 98.72,
|
| 2045 |
-
|
| 2046 |
"Attribute-Overall": 94.99,
|
| 2047 |
"Quantity": 93.62,
|
| 2048 |
"Expression": 94.59,
|
|
@@ -2050,7 +1656,6 @@
|
|
| 2050 |
"Size": 93.06,
|
| 2051 |
"Shape": 92.95,
|
| 2052 |
"Color": 100.0,
|
| 2053 |
-
|
| 2054 |
"Action-Overall": 92.34,
|
| 2055 |
"Hand": 94.08,
|
| 2056 |
"Full body": 97.28,
|
|
@@ -2058,29 +1663,23 @@
|
|
| 2058 |
"Non Contact": 90.31,
|
| 2059 |
"Contact": 88.34,
|
| 2060 |
"State": 92.65,
|
| 2061 |
-
|
| 2062 |
"Relationship-Overall": 95.77,
|
| 2063 |
-
"Composition": 97.
|
| 2064 |
"Similarity": 93.18,
|
| 2065 |
"Inclusion": 96.69,
|
| 2066 |
"Comparison": 94.53,
|
| 2067 |
-
|
| 2068 |
"Compound-Overall": 93.91,
|
| 2069 |
"Imagination": 95.92,
|
| 2070 |
"Feature matching": 91.74,
|
| 2071 |
-
|
| 2072 |
"Grammar-Overall": 91.02,
|
| 2073 |
"Pronoun Reference": 95.15,
|
| 2074 |
"Consistency": 89.35,
|
| 2075 |
"Negation": 88.05,
|
| 2076 |
-
|
| 2077 |
"Layout-Overall": 89.27,
|
| 2078 |
"2D": 89.18,
|
| 2079 |
"3D": 89.35,
|
| 2080 |
-
|
| 2081 |
"Logical Reasoning": 91.44,
|
| 2082 |
-
|
| 2083 |
"Text": 63.37
|
| 2084 |
}
|
| 2085 |
]
|
| 2086 |
-
}
|
|
|
|
| 6 |
"hf": "https://huggingface.co/Tongyi-MAI/Z-Image-Turbo",
|
| 7 |
"open_source": true,
|
| 8 |
"release_date": "2025-11",
|
|
|
|
| 9 |
"Overall": 74.18,
|
| 10 |
+
"Style": 91.7,
|
| 11 |
"World Knowledge": 90.98,
|
|
|
|
| 12 |
"Attribute-Overall": 76.92,
|
| 13 |
"Quantity": 75.69,
|
| 14 |
"Expression": 66.03,
|
| 15 |
"Material": 88.21,
|
| 16 |
"Size": 77.78,
|
| 17 |
+
"Shape": 60.0,
|
| 18 |
"Color": 94.17,
|
|
|
|
| 19 |
"Action-Overall": 74.71,
|
| 20 |
"Hand": 71.15,
|
| 21 |
"Full body": 79.89,
|
|
|
|
| 23 |
"Non Contact": 69.39,
|
| 24 |
"Contact": 72.02,
|
| 25 |
"State": 76.42,
|
|
|
|
| 26 |
"Relationship-Overall": 72.08,
|
| 27 |
+
"Composition": 75.0,
|
| 28 |
"Similarity": 61.11,
|
| 29 |
"Inclusion": 77.17,
|
| 30 |
"Comparison": 73.44,
|
|
|
|
| 31 |
"Compound-Overall": 65.85,
|
| 32 |
"Imagination": 69.39,
|
| 33 |
+
"Feature matching": 62.24,
|
|
|
|
| 34 |
"Grammar-Overall": 65.51,
|
| 35 |
"Pronoun Reference": 79.04,
|
| 36 |
"Consistency": 64.35,
|
| 37 |
"Negation": 52.31,
|
|
|
|
| 38 |
"Layout-Overall": 80.97,
|
| 39 |
"2D": 82.72,
|
| 40 |
"3D": 79.17,
|
|
|
|
| 41 |
"Logical Reasoning": 50.69,
|
|
|
|
| 42 |
"Text": 72.41
|
| 43 |
},
|
| 44 |
{
|
|
|
|
| 47 |
"hf": "https://huggingface.co/black-forest-labs/FLUX.2-dev",
|
| 48 |
"open_source": true,
|
| 49 |
"release_date": "2025-11",
|
|
|
|
| 50 |
"Overall": 81.44,
|
| 51 |
+
"Style": 95.7,
|
| 52 |
+
"World Knowledge": 93.2,
|
|
|
|
| 53 |
"Attribute-Overall": 90.49,
|
| 54 |
"Quantity": 86.81,
|
| 55 |
"Expression": 83.97,
|
|
|
|
| 57 |
"Size": 89.58,
|
| 58 |
"Shape": 86.25,
|
| 59 |
"Color": 100.0,
|
|
|
|
| 60 |
"Action-Overall": 87.55,
|
| 61 |
"Hand": 87.18,
|
| 62 |
+
"Full body": 91.3,
|
| 63 |
+
"Animal": 87.5,
|
| 64 |
"Non Contact": 82.14,
|
| 65 |
+
"Contact": 86.9,
|
| 66 |
"State": 90.09,
|
|
|
|
| 67 |
"Relationship-Overall": 89.34,
|
| 68 |
"Composition": 94.26,
|
| 69 |
"Similarity": 82.78,
|
| 70 |
"Inclusion": 93.48,
|
| 71 |
"Comparison": 81.25,
|
|
|
|
| 72 |
"Compound-Overall": 84.02,
|
| 73 |
"Imagination": 86.73,
|
| 74 |
"Feature matching": 81.25,
|
| 75 |
+
"Grammar-Overall": 76.2,
|
|
|
|
| 76 |
"Pronoun Reference": 90.81,
|
| 77 |
"Consistency": 82.41,
|
| 78 |
"Negation": 55.77,
|
|
|
|
| 79 |
"Layout-Overall": 90.49,
|
| 80 |
"2D": 91.54,
|
| 81 |
"3D": 89.39,
|
|
|
|
| 82 |
"Logical Reasoning": 68.35,
|
|
|
|
| 83 |
"Text": 39.08
|
| 84 |
},
|
| 85 |
{
|
|
|
|
| 88 |
"hf": "-",
|
| 89 |
"open_source": false,
|
| 90 |
"release_date": "2025-11",
|
|
|
|
| 91 |
"Overall": 93.82,
|
| 92 |
+
"Style": 99.5,
|
|
|
|
|
|
|
| 93 |
"World Knowledge": 97.47,
|
|
|
|
| 94 |
"Attribute-Overall": 94.55,
|
| 95 |
"Quantity": 90.97,
|
| 96 |
"Expression": 96.15,
|
|
|
|
| 98 |
"Size": 95.14,
|
| 99 |
"Shape": 91.25,
|
| 100 |
"Color": 98.33,
|
|
|
|
| 101 |
"Action-Overall": 94.96,
|
| 102 |
"Hand": 94.23,
|
| 103 |
"Full body": 94.57,
|
| 104 |
"Animal": 97.06,
|
| 105 |
"Non Contact": 92.35,
|
| 106 |
"Contact": 95.24,
|
| 107 |
+
"State": 96.7,
|
|
|
|
| 108 |
"Relationship-Overall": 96.07,
|
| 109 |
"Composition": 96.96,
|
| 110 |
"Similarity": 91.67,
|
| 111 |
"Inclusion": 97.83,
|
| 112 |
"Comparison": 97.66,
|
| 113 |
+
"Compound-Overall": 94.2,
|
|
|
|
| 114 |
"Imagination": 96.68,
|
| 115 |
"Feature matching": 91.67,
|
|
|
|
| 116 |
"Grammar-Overall": 89.04,
|
| 117 |
"Pronoun Reference": 94.49,
|
| 118 |
"Consistency": 90.74,
|
| 119 |
"Negation": 81.92,
|
| 120 |
+
"Layout-Overall": 94.4,
|
|
|
|
| 121 |
"2D": 96.32,
|
| 122 |
"3D": 92.42,
|
|
|
|
| 123 |
"Logical Reasoning": 82.34,
|
|
|
|
| 124 |
"Text": 95.69
|
| 125 |
+
},
|
| 126 |
{
|
| 127 |
"model": "wan2.5-t2i-preview",
|
| 128 |
"link": "https://help.aliyun.com/zh/model-studio/text-to-image-v2-api-reference",
|
| 129 |
"hf": "-",
|
| 130 |
"open_source": false,
|
| 131 |
"release_date": "2025-09",
|
| 132 |
+
"Overall": 78.86,
|
| 133 |
+
"Style": 93.8,
|
| 134 |
+
"World Knowledge": 93.04,
|
| 135 |
+
"Attribute-Overall": 83.97,
|
| 136 |
+
"Quantity": 79.86,
|
|
|
|
|
|
|
| 137 |
"Expression": 75.64,
|
| 138 |
+
"Material": 91.04,
|
| 139 |
"Size": 84.72,
|
| 140 |
+
"Shape": 75.62,
|
| 141 |
+
"Color": 97.5,
|
| 142 |
+
"Action-Overall": 76.33,
|
| 143 |
+
"Hand": 72.44,
|
| 144 |
+
"Full body": 76.09,
|
|
|
|
| 145 |
"Animal": 81.62,
|
| 146 |
+
"Non Contact": 72.45,
|
| 147 |
+
"Contact": 75.0,
|
| 148 |
+
"State": 80.66,
|
| 149 |
+
"Relationship-Overall": 84.14,
|
| 150 |
+
"Composition": 83.78,
|
| 151 |
+
"Similarity": 75.56,
|
| 152 |
+
"Inclusion": 88.59,
|
| 153 |
+
"Comparison": 90.62,
|
|
|
|
|
|
|
| 154 |
"Compound-Overall": 78.74,
|
| 155 |
+
"Imagination": 84.69,
|
| 156 |
+
"Feature matching": 72.66,
|
| 157 |
+
"Grammar-Overall": 72.45,
|
| 158 |
+
"Pronoun Reference": 83.09,
|
| 159 |
+
"Consistency": 68.52,
|
| 160 |
+
"Negation": 64.45,
|
| 161 |
+
"Layout-Overall": 76.12,
|
| 162 |
+
"2D": 77.94,
|
| 163 |
+
"3D": 74.24,
|
| 164 |
+
"Logical Reasoning": 63.99,
|
| 165 |
+
"Text": 65.98
|
|
|
|
|
|
|
|
|
|
|
|
|
| 166 |
},
|
| 167 |
{
|
| 168 |
"model": "Echo-4o",
|
|
|
|
| 170 |
"hf": "https://huggingface.co/Yejy53/Echo-4o",
|
| 171 |
"open_source": true,
|
| 172 |
"release_date": "2025-8",
|
| 173 |
+
"Overall": 72.4,
|
| 174 |
+
"Style": 92.8,
|
|
|
|
| 175 |
"World Knowledge": 87.66,
|
|
|
|
| 176 |
"Attribute-Overall": 84.29,
|
| 177 |
"Quantity": 72.92,
|
| 178 |
"Expression": 77.56,
|
| 179 |
"Material": 89.15,
|
| 180 |
"Size": 88.19,
|
| 181 |
+
"Shape": 80.0,
|
| 182 |
"Color": 99.17,
|
|
|
|
| 183 |
"Action-Overall": 76.05,
|
| 184 |
"Hand": 73.08,
|
| 185 |
"Full body": 83.15,
|
| 186 |
"Animal": 85.29,
|
| 187 |
+
"Non Contact": 75.0,
|
| 188 |
"Contact": 65.48,
|
| 189 |
"State": 75.47,
|
|
|
|
| 190 |
"Relationship-Overall": 82.23,
|
| 191 |
"Composition": 85.81,
|
| 192 |
+
"Similarity": 75.0,
|
| 193 |
"Inclusion": 88.04,
|
| 194 |
"Comparison": 75.78,
|
|
|
|
| 195 |
"Compound-Overall": 77.96,
|
| 196 |
"Imagination": 82.91,
|
| 197 |
"Feature matching": 72.92,
|
| 198 |
+
"Grammar-Overall": 75.4,
|
|
|
|
| 199 |
"Pronoun Reference": 80.15,
|
| 200 |
"Consistency": 77.31,
|
| 201 |
"Negation": 68.85,
|
|
|
|
| 202 |
"Layout-Overall": 83.02,
|
| 203 |
"2D": 84.19,
|
| 204 |
"3D": 81.82,
|
|
|
|
| 205 |
"Logical Reasoning": 56.82,
|
|
|
|
| 206 |
"Text": 7.76
|
| 207 |
},
|
| 208 |
{
|
|
|
|
| 211 |
"hf": "https://huggingface.co/BAAI/Emu3-Gen",
|
| 212 |
"open_source": true,
|
| 213 |
"release_date": "2024-09",
|
|
|
|
| 214 |
"Overall": 33.91,
|
|
|
|
| 215 |
"Style": 78.08,
|
|
|
|
| 216 |
"World Knowledge": 55.54,
|
|
|
|
| 217 |
"Attribute-Overall": 38.29,
|
| 218 |
"Quantity": 27.78,
|
| 219 |
"Expression": 30.13,
|
|
|
|
| 221 |
"Size": 32.64,
|
| 222 |
"Shape": 27.67,
|
| 223 |
"Color": 71.67,
|
|
|
|
| 224 |
"Action-Overall": 31.18,
|
| 225 |
"Hand": 16.67,
|
| 226 |
"Full body": 36.96,
|
|
|
|
| 228 |
"Non Contact": 26.02,
|
| 229 |
"Contact": 17.86,
|
| 230 |
"State": 40.57,
|
|
|
|
| 231 |
"Relationship-Overall": 36.68,
|
| 232 |
"Composition": 43.58,
|
| 233 |
"Similarity": 31.67,
|
| 234 |
"Inclusion": 38.04,
|
| 235 |
"Comparison": 25.78,
|
|
|
|
| 236 |
"Compound-Overall": 21.65,
|
| 237 |
"Imagination": 29.85,
|
| 238 |
"Feature matching": 13.28,
|
|
|
|
| 239 |
"Grammar-Overall": 41.31,
|
| 240 |
"Pronoun Reference": 41.91,
|
| 241 |
"Consistency": 38.89,
|
| 242 |
"Negation": 42.69,
|
|
|
|
| 243 |
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| 247 |
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| 248 |
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| 249 |
{
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| 250 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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| 256 |
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| 258 |
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| 288 |
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| 290 |
{
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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| 297 |
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| 299 |
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|
| 310 |
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|
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| 330 |
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{
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| 332 |
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|
| 334 |
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|
| 335 |
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| 336 |
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|
| 337 |
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| 338 |
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|
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| 355 |
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|
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|
| 369 |
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| 370 |
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| 371 |
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| 372 |
{
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| 373 |
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|
| 375 |
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| 376 |
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| 377 |
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|
| 378 |
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| 379 |
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| 380 |
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| 381 |
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| 383 |
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|
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| 411 |
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| 413 |
{
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|
| 416 |
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| 417 |
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|
| 418 |
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|
| 419 |
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| 420 |
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| 422 |
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| 424 |
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| 425 |
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| 426 |
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| 427 |
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| 431 |
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| 433 |
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| 434 |
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|
| 453 |
},
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| 454 |
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{
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| 455 |
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|
| 456 |
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| 457 |
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|
| 458 |
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|
| 459 |
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|
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|
| 460 |
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{
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| 498 |
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|
| 499 |
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|
| 500 |
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|
|
|
| 501 |
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| 502 |
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|
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| 534 |
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{
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|
| 539 |
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|
| 540 |
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|
| 541 |
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|
| 542 |
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| 543 |
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|
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|
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|
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|
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|
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| 575 |
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},
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{
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| 578 |
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|
|
|
| 580 |
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|
| 581 |
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|
| 582 |
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|
|
|
| 583 |
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| 584 |
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|
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|
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|
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|
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|
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|
| 597 |
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|
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|
| 600 |
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|
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|
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|
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|
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|
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|
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|
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|
|
|
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"Text": 79.6
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| 617 |
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},
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|
|
| 618 |
{
|
| 619 |
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|
| 620 |
"link": "https://arxiv.org/pdf/2505.09568",
|
| 621 |
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| 622 |
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|
| 623 |
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|
|
|
| 624 |
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|
| 625 |
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|
| 630 |
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|
| 631 |
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|
| 632 |
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|
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|
| 634 |
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|
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|
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|
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|
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| 985 |
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| 990 |
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| 991 |
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| 992 |
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|
| 993 |
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| 994 |
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| 995 |
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| 999 |
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| 1000 |
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| 1006 |
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| 1007 |
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| 1008 |
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| 1009 |
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| 1010 |
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| 1024 |
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| 1357 |
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| 1400 |
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| 1480 |
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| 1481 |
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| 1482 |
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| 1523 |
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| 1562 |
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| 1563 |
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| 1564 |
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| 1565 |
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{
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| 1604 |
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| 1605 |
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| 1606 |
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| 1607 |
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| 1611 |
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| 1627 |
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| 1628 |
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| 1629 |
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|
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| 1630 |
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| 1631 |
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| 1632 |
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| 1634 |
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| 1635 |
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| 1636 |
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| 1639 |
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| 1640 |
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| 1641 |
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|
| 1642 |
},
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| 1643 |
{
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| 1644 |
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|
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| 1646 |
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| 1647 |
"open_source": false,
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| 1648 |
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|
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|
| 1649 |
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|
| 1650 |
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|
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|
| 1651 |
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|
| 1652 |
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| 1653 |
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| 1661 |
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| 1663 |
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| 1664 |
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| 1665 |
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|
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|
| 1666 |
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| 1667 |
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| 1668 |
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| 1670 |
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|
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| 1671 |
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| 1677 |
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| 1678 |
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| 1680 |
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|
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|
| 1681 |
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|
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|
| 1682 |
"Text": 63.37
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| 1683 |
}
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| 1684 |
]
|
| 1685 |
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}
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