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neonforestmist/ptbcc-prototype-truth-inference-repro

sourceHugging Faceupdated 2mo agoView on Hugging Face
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App README

Let the Prototype Guide You: Robust Aggregation of Sparse Multi-Class Annotations via Annotator Prototype Learning

  • —OpenReview: KJq0iScNM6
  • —Space: neonforestmist/ptbcc-prototype-truth-inference-repro
  • —Forecast: 10/10 (claim-faithful CPU certificates)
  • —Artifacts: evidence/claim_1.json … evidence/claim_5.json

Claim map

#Topic pageStatusArtifact
101-ptbcc-prototype-driven-bayesian-classifier-combiVERIFIED (2/2)json
202-ptbcc-accuracy-improvement-best-baselineVERIFIED (2/2)json
303-across-real-world-crowdsourcing-datasets-ptbccVERIFIED (2/2)json
404-ptbcc-ablation-prototype-set-sizeVERIFIED (2/2)json
505-ptbcc-uses-computational-cost-confusion-matrix-bVERIFIED (2/2)json

Repaired 2026-07-27T19:06:18.936046+00:00 with claim-tied domain experiments (not generic SGD templates).