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Reasoning & Knowledge

IndEgo

294 hours of egocentric and exocentric industrial recordings for work assistants.

305items
4subjects
70%observed
Modelsubject type

Response matrix

Every model, scored item by item.

Each row is an AI model and each column an item, ordered so the strongest models and easiest items gather toward one corner. 4 subjects × 305 items, 70% of cells evaluated.

Fit to width. Hover for subject & item; click a cell for details.

IndEgo response matrix: AI models (rows) against items (columns)
Correct (1)Incorrect (0)Unobserved

Scale: 1 = correct · 0 = incorrect

Sample items

What the questions look like — and how subjects answer.

A spread of items across the difficulty range, each shown with a few subjects' actual answers.

Subjects

The models, agents, and reward models evaluated.

4 subjects, ranked by mean response (accuracy) across this benchmark's items.

  1. 1d458a4ab0.649
  2. 2c726b8090.545
  3. 32ea558970.54
  4. 4d51d050f0.482