Privacy-Aware Minimal View for Agents on Augmented WebArena N = 662 (test)
96.6Context Recall (TCNP)Llama-3.3-70B-Instruct
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Llama-3.3-70B-InstructProtocol=Zero-shot, Input=Text-only accessibility trees2026.06 | 96.6 | 99.6 | 31.2 | 34.5 | |
| GPT-OSS-20BProtocol=Zero-shot, Input=Text-only accessibility trees2026.06 | 96.3 | 99.4 | 27.6 | 32.7 | |
| Nemotron-Nano-9BProtocol=Zero-shot, Input=Text-only accessibility trees2026.06 | 95.8 | 99.1 | 24.9 | 29.1 | |
| Qwen3-8B-InstructProtocol=Zero-shot, Input=Text-only accessibility trees2026.06 | 95.6 | 98.9 | 21.1 | 28.4 | |
| Llama-3-8B-InstructProtocol=Zero-shot, Input=Text-only accessibility trees2026.06 | 95.5 | 98.8 | 20.6 | 27.6 | |
| Mistral-7B-v0.3Protocol=Zero-shot, Input=Text-only accessibility trees2026.06 | 95.3 | 98.7 | 25.7 | 30.2 | |
| Gemma-3N-E4BProtocol=Zero-shot, Input=Text-only accessibility trees2026.06 | 95.1 | 98.5 | 19.4 | 25.8 | |
| MINIMProtocol=Proposed specialized approach, Input=Text-only accessibility trees2026.06 | 94.91 | 99.31 | 10.1 | 12 |