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CITATION.cff

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+cff-version: 1.2.0
+title: "ALL Bench Leaderboard 2026: Unified Multi-Modal AI Evaluation"
+message: "If you use this dataset, please cite it as below."
+type: dataset
+authors:
+  - name: "ALL Bench Team"
+url: "https://huggingface.co/spaces/FINAL-Bench/all-bench-leaderboard"
+repository-code: "https://github.com/final-bench/ALL-Bench-Leaderboard"
+license: MIT
+version: "2.1"
+date-released: "2026-03-08"
+keywords:
+  - ai-benchmark
+  - llm-leaderboard
+  - vlm
+  - multimodal-ai
+  - metacognition
+  - final-bench
+  - gpt-5
+  - claude
+  - gemini
+abstract: >-
+  ALL Bench Leaderboard is the only AI benchmark covering LLM, VLM, Agent,
+  Image, Video, and Music generation in a single unified view. It cross-verifies
+  91 AI models across 6 modalities with a 3-tier confidence system. Features
+  composite 5-axis scoring (Knowledge, Expert Reasoning, Abstract Reasoning,
+  Metacognition, Execution), interactive comparison tools, and downloadable
+  intelligence reports. Includes FINAL Bench metacognitive evaluation where
+  Error Recovery explains 94.8% of self-correction performance variance.

schema.jsonld

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+{
+  "@context": "https://schema.org",
+  "@type": "Dataset",
+  "name": "ALL Bench Leaderboard 2026",
+  "alternateName": ["ALL Bench", "ALLBench", "AI Benchmark Leaderboard 2026"],
+  "description": "The only AI benchmark leaderboard covering LLM, VLM, Agent, Image, Video, and Music generation in a single unified view. 91 models cross-verified across 6 modalities with confidence badges. Features composite 5-axis scoring, interactive comparison tools, and downloadable intelligence reports.",
+  "url": "https://huggingface.co/spaces/FINAL-Bench/all-bench-leaderboard",
+  "sameAs": [
+    "https://huggingface.co/datasets/FINAL-Bench/ALL-Bench-Leaderboard",
+    "https://github.com/final-bench/ALL-Bench-Leaderboard"
+  ],
+  "license": "https://opensource.org/licenses/MIT",
+  "version": "2.1",
+  "datePublished": "2026-03-01",
+  "dateModified": "2026-03-08",
+  "creator": {
+    "@type": "Organization",
+    "name": "ALL Bench Team",
+    "url": "https://huggingface.co/FINAL-Bench"
+  },
+  "keywords": [
+    "AI benchmark", "LLM leaderboard", "GPT-5", "Claude", "Gemini",
+    "VLM benchmark", "AI agent", "image generation", "video generation",
+    "music generation", "MMLU-Pro", "GPQA", "ARC-AGI-2", "FINAL Bench",
+    "metacognition", "multimodal AI", "AI evaluation", "benchmark comparison",
+    "AI model ranking", "open source AI"
+  ],
+  "about": [
+    {"@type": "Thing", "name": "Large Language Model"},
+    {"@type": "Thing", "name": "Vision Language Model"},
+    {"@type": "Thing", "name": "AI Benchmark"},
+    {"@type": "Thing", "name": "Generative AI"},
+    {"@type": "Thing", "name": "Metacognition"}
+  ],
+  "measurementTechnique": "Cross-verified benchmark aggregation with 3-tier confidence system",
+  "variableMeasured": [
+    {"@type": "PropertyValue", "name": "MMLU-Pro", "description": "57K expert-level multi-discipline questions"},
+    {"@type": "PropertyValue", "name": "GPQA Diamond", "description": "PhD-level expert questions in science"},
+    {"@type": "PropertyValue", "name": "AIME 2025", "description": "American Invitational Mathematics Examination"},
+    {"@type": "PropertyValue", "name": "HLE", "description": "Humanity's Last Exam — 2500 expert-sourced questions"},
+    {"@type": "PropertyValue", "name": "ARC-AGI-2", "description": "Abstract reasoning and novel pattern recognition"},
+    {"@type": "PropertyValue", "name": "FINAL Bench Metacognitive", "description": "AI self-correction ability measurement"},
+    {"@type": "PropertyValue", "name": "SWE-Pro", "description": "Software engineering benchmark by Scale AI"},
+    {"@type": "PropertyValue", "name": "IFEval", "description": "Instruction following evaluation"},
+    {"@type": "PropertyValue", "name": "LiveCodeBench", "description": "Continuously updated coding benchmark"}
+  ],
+  "distribution": [
+    {
+      "@type": "DataDownload",
+      "encodingFormat": "application/json",
+      "contentUrl": "https://huggingface.co/datasets/FINAL-Bench/ALL-Bench-Leaderboard/resolve/main/all_bench_leaderboard_v2.1.json",
+      "name": "Unified JSON Dataset (75KB)"
+    }
+  ],
+  "isPartOf": {
+    "@type": "DataCatalog",
+    "name": "Hugging Face Datasets",
+    "url": "https://huggingface.co/datasets"
+  },
+  "funder": {
+    "@type": "Organization",
+    "name": "FINAL Bench"
+  }
+}