NextAct - K10 Codex Retrieval L4: leaderboard
NextAct/NextMe-800: 1,500 shared forecast points (1,000 NextMe-800 and 500 EgoLife), 50-event history, best of three candidate futures. Five levels of future-action abstraction. Chance-normalized semantic soft edit distance with Qwen3-Embedding-8B, not accuracy; negative values are possible. Paper Table 3 binds the displayed Gemini row to the Preview endpoint. Codex retrieves additional historical evidence for DeepSeek V4 Flash. Metric: Chance-normalized semantic score.
Metric: Chance-normalized semantic score. Source: kkkkawayi.github.io. 1 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | DeepSeek V4 Flash | 0.17 | #145 |
Interactive version: theaggregate.ai/benchmark?slug=nextact-k10-codex-retrieval-l4 · How It Works · Data refreshed daily, snapshot 2026-10-26.