Benchmark Almanac

Past IMO (Seed-Prover formal set)

Seed-Prover 79% leads
Dropped

Provers write Lean proofs for 155 past IMO problems, mostly adapted from Compfiles and MiniF2F.

Seed curated this set for the Seed-Prover report.

Made by
ByteDance Seed
Released
July 2025
Kind
Formal proofs
Level
Competition
Scored
Checked automatically
Answers
Written proof
Tasks
Kept private
Last in a launch post
July 2025, dropped before it saturated
Last model added
July 2025
Scores refreshed
November 12th, 2026
1
Model scored in lab cards
1
Launch post lists it, from 1 lab

Seed-Prover leads with 78.1%

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

Seed-Prover leads with 79% across all independent runs

Best score per model across the official leaderboard, Epoch AI’s own runs and any board Epoch AI copied. Each bar and row names its source.

  1. 1 Seed-Prover 78.1%

Source: Labs’ model cards

Source: Official Past IMO (Seed-Prover formal set) leaderboard

#ModelScoreSettingDateSource
1 Seed-Prover 78.1% Jul 2025 Lab model card
#ModelScoreSettingDateSource
1 Seed-Prover 79% Heavy, Seed Prover multi-agent inference Jul 2025 Official leaderboard

The benchmark's own leaderboard has 1 model. Switch the scores above to rank them together.

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

On the benchmark’s own leaderboard Reported by the lab in its model card
0% 20% 40% 60% 80% 100% Near the ceiling (85%) Seed-Prover 0% 20% 40% 60% 80% 100% Near the ceiling (85%) Seed-Prover

Sources: Official Past IMO (Seed-Prover formal set) leaderboard and labs’ model cards

No launch post has listed it since July 2025

Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.

ByteDance Seed
DateLaunch postScoreAs the post writes it
Jul 31, 2025 Seed-Prover 78.1 Past IMO (Heavy), 155 problems

One lab claim next to the leaderboard

Each score a lab reported for its own model, beside the same model's best score on the leaderboard. Gaps mostly come from different harnesses, effort levels and task subsets. Every benchmark.

Model Lab says Board says Gap
Seed-Prover 78.1% Past IMO (Heavy), 155 problems 79% Leaderboard, Heavy, Seed Prover multi-agent inference −0.9 pts

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