WebLINX

Real-World Website Navigation with Multi-Turn

Dataset Information
Modalities
Images, Videos, Texts, Ranking, Actions, RGB Video
Languages
English
Introduced
2024
License
Unknown
Homepage
Official Website
Contents

Overview

WebLINX is a large-scale benchmark of 100K interactions across 2300 expert demonstrations of conversational web navigation. It covers a broad range of patterns on over 150 real-world websites and can be used to train and evaluate agents in diverse scenarios.

Variants: WebLINX

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Conversational Web Navigation Llama-2-13B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation S-LLaMA-2.7B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation Llama-2-7B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation Flan-T5-3B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation S-LLaMA-1.3B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation GPT-3.5F WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation MindAct-3B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation Fuyu-8B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation Flan-T5-780M WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation Pix2Act-1.3B WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation MindAct-780M WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation Flan-T5-250M WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation MindAct-250M WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation Pix2Act-282M WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation GPT-4T (Zero-Shot) WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation GPT-4V (Zero-Shot) WebLINX: Real-World Website Navigation with … 2024-02-08
Conversational Web Navigation GPT-3.5T (Zero-Shot) WebLINX: Real-World Website Navigation with … 2024-02-08

Research Papers

Recent papers with results on this dataset:

External Links: