ML Research Wiki / Benchmarks / Conversational Web Navigation / WebLINX

WebLINX

Conversational Web Navigation Benchmark

Performance Over Time

📊 Showing 17 results | 📏 Metric: Overall score

Top Performing Models

Rank Model Paper Overall score Date Code
1 S-LLaMA-2.7B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 27.17 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
2 Llama-2-13B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 26.60 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
3 Llama-2-7B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 26.50 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
4 S-LLaMA-1.3B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 25.85 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
5 Flan-T5-3B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 25.75 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
6 Pix2Act-1.3B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 25.21 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
7 MindAct-3B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 23.16 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
8 GPT-3.5F WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 22.39 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
9 Fuyu-8B WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 22.30 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx
10 Pix2Act-282M WebLINX: Real-World Website Navigation with Multi-Turn Dialogue 16.40 2024-02-08 📦 McGill-NLP/webllama 📦 McGill-NLP/weblinx

All Papers (17)

McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx
McGill-NLP/webllama McGill-NLP/weblinx