Leaderboard
Credit where it's due.
The best, the most argued-over, and the ones that got what they deserved.
Top rated
Highest weighted score across the 10-metric card — the tools actually worth adopting.
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LLM-as-a-Verifier: A General-Purpose Verification Frameworkworthwhile71/1002
T3MP3STworthwhile70/1003
gzh-design-skillworthwhile65/1004
From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Modelworthwhile62/1005
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generationworthwhile61/1006
Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantificationniche60/1007
openscienceworthwhile58/1008
riddleniche53/1009
local-llmniche52/10010
Generals-Mac-iOS-iPadniche43/100
LLM-as-a-Verifier: A General-Purpose Verification Frameworkworthwhile71/1002From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Modelworthwhile62/1005Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generationworthwhile61/1006Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantificationniche60/1007Most discussed
Where the arguments are happening. Ranked by comment count.
1T3MP3STworthwhile0comments2From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Modelworthwhile0comments3Generals-Mac-iOS-iPadniche0comments4openscienceworthwhile0comments5Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantificationniche0comments6local-llmniche0comments7LLM-as-a-Verifier: A General-Purpose Verification Frameworkworthwhile0comments8riddleniche0comments9Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generationworthwhile0comments10gzh-design-skillworthwhile0comments
From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Modelworthwhile0comments3Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantificationniche0comments6LLM-as-a-Verifier: A General-Purpose Verification Frameworkworthwhile0comments8Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generationworthwhile0comments10Complexity Trap Hall of Shame
Verdict: complexity-trap or redundant. Ranked by noise score, worst first.
Nothing here yet. Run the seed or wait for the scanner.