| --- |
| license: apache-2.0 |
| task_categories: |
| - image-text-to-text |
| language: |
| - en |
| tags: |
| - web-agents |
| - webvoyager |
| - sparse-attention |
| - qwen3-vl |
| - browser-agent |
| pretty_name: BrowserSparseAttention WebVoyager Trajectories |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # BrowserSparseAttention — WebVoyager End-to-End Trajectories |
|
|
| Browser-agent trajectories for **Qwen3-VL-8B** running the **WebVoyager** benchmark under |
| sparse-attention configurations. **60,567 files, ~2.4 GB** (trajectories + per-step screenshots + |
| observation JSONs). |
|
|
| ## Variants |
| **Summarized set (8 variants × 200 tasks = 1,600 runs)** — layout `<variant>/webvoyager__<Site>--<id>/`: |
| `dense`, `quest`, `block_sparse`, `tsa` (default page size) and their `*_b64` counterparts (page/block size 64). |
|
|
| **Extra `*_vortex` runs** — `block_sparse_vortex` (16,918 files) and `quest_vortex` (18,915 files) |
| from the earlier vortex/flashinfer path, organized as |
| `<variant>_vortex/<timestamp>_b32|b64/webvoyager__<Site>--<id>/` (timestamped batch runs, batch size |
| 32/64) with no `run_summary.json`. Present in the dataset but not summarized/graded. |
| |
| ## Per-run layout |
| `results/<variant>/webvoyager__<Site>--<id>/` contains: |
| - `meta.json` — question, golden `reference_answer`, `start_url`, final `answer`, `status`, `num_steps` |
| - `history.json` — full agent trajectory (`{"history": [...]}`) |
| - `step_NNN/` — screenshot (.jpg) + observation JSON per step |
| - `tool_schema.json` — browser tool schema |
| |
| ## ⚠️ Not a graded accuracy benchmark |
| `status: completed` only means the agent hit a Done state before the step/time cap (~90% of every |
| variant, including dense, time out). No scorer compares `answer` to `reference_answer`. Use as a |
| trajectory / screenshot corpus, not as an accuracy ranking. See the analysis folder in the code repo |
| for details. |
| |
