Model Evaluation Memes

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Software engineer meme: A presenter shows off a soaring SWE-bench bar chart as one person in the audience raises a hand.

Great score. Which split?

SWE-bench has five official splits. A score quoted without its split, version and date is an assertion, not a measurement.

#Model Evaluation

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Developer meme: A developer carries a plant to a moving van under a new number one billboard, its cargo one tiny eval box.

Third move this month. Same tiny box.

Moved to the new top model again. Packing is quick when the whole eval set fits in one box.

#Model Evaluation

→ Topic: Model Evaluation

LLM meme: Two high jumpers clear the same bar, but one soars to a near-perfect score off a heavy harness trampoline.

Same benchmark. Different trampoline.

In September 2026, a revised ARC-AGI-3 score of 99.99% was matched by the Arc Prize Foundation only with a heavy harness, versus 63% on the standard one.

#Model Evaluation #AI News

→ Topic: Evaluation Harness