AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

TOMATO

TOMATO (Temporal Reasoning Multimodal Evaluation) assesses multimodal models on motion and temporal perception in video, testing understanding of actions, motion, and changes over time.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
multimodal

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 2

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Seed 2.1 Pro0.795Not recordedNot recorded2026-06-24 · model_announcementLLM Stats
Seed 2.1 Turbo0.568Not recordedNot recorded2026-06-24 · model_announcementLLM Stats