OpenCodePapers

conversational-web-navigation-on-weblinx

Conversational Web Navigation
Dataset Link
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PaperCodeOverall scoreIntent MatchElement (IoU)Text (F1)ModelNameReleaseDate
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link25.2181.9122.8226.60Llama-2-13B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link25.0284.0022.6027.17S-LLaMA-2.7B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link24.5782.6422.2626.50Llama-2-7B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link23.7781.1420.3125.75Flan-T5-3B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link23.7383.3220.5425.85S-LLaMA-1.3B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link21.2277.5618.6422.39GPT-3.5F2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link20.9479.8916.5023.16MindAct-3B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link19.9780.0715.7022.30Fuyu-8B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link17.2780.0215.3614.05Flan-T5-780M2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link16.8881.808.2825.21Pix2Act-1.3B2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link15.1375.8713.3913.58MindAct-780M2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link14.9979.6914.869.21Flan-T5-250M2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link12.6374.2512.057.67MindAct-250M2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link12.5179.716.2016.40Pix2Act-282M2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link10.7241.6610.856.75GPT-4T (Zero-Shot)2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link10.4542.3610.916.21GPT-4V (Zero-Shot)2024-02-08
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue✓ Link8.5142.778.623.45GPT-3.5T (Zero-Shot)2024-02-08