Model comparison

Muse Spark vs video-SALMONN 2+

Muse Spark has enough public results to be ranked (#46); video-SALMONN 2+ does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Muse Spark Meta

50.6

Rank #46 Confirmed

video-SALMONN 2+ ByteDance Seed

41.4

Unranked Sparse

Side by side

Muse Spark and video-SALMONN 2+ specifications
Muse Sparkvideo-SALMONN 2+
ProviderMetaByteDance Seed
Noometry Index50.641.4
Released2026-04-082025-06-18
WeightsProprietaryProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked271

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Category by category

Coding Not comparable

Muse Spark: 46.2 (#69), video-SALMONN 2+: —

Coding benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
SciCode51.5%—
LMArena Coding1481—

Reasoning Not comparable

Muse Spark: 35.9 (#67), video-SALMONN 2+: —

Reasoning benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
CritPt11.3%—
LMArena Hard Prompts1474—
Epoch Capabilities Index152.04—

Math Not comparable

Muse Spark: 47.8 (#66), video-SALMONN 2+: —

Math benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
OTIS Mock AIME 2024-202588.9%—
ProofBench17%—
LMArena Math1455—
FrontierMath (Feb 2025 set)39%—
FrontierMath Tier 4 (v1)14.6%—

Knowledge Not comparable

Muse Spark: 65.7 (#13), video-SALMONN 2+: —

Knowledge benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
GPQA Diamond89.8%—
Humanity's Last Exam40.6%—
LMArena Expert1457—

Multimodal Too close to call

Muse Spark: 43.4 (#24), video-SALMONN 2+: 42.5

Multimodal benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
LMArena Vision1306—
Video-MME—79.7%
LMArena Document1444—

Multilingual Not comparable

Muse Spark: 56.1 (#24), video-SALMONN 2+: —

Multilingual benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
LMArena Non-English1464—
LMArena Chinese1509—
LMArena French1497—
LMArena German1497—
LMArena Korean1459—
LMArena Russian1466—
LMArena Spanish1472—

Instruction Following Not comparable

Muse Spark: 75.9 (#51), video-SALMONN 2+: —

Instruction Following benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
LMArena Instruction Following1442—

Long Context Not comparable

Muse Spark: 44.4 (#69), video-SALMONN 2+: —

Long Context benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
LMArena Longer Query1451—

Writing & Preference Not comparable

Muse Spark: 66.0 (#39), video-SALMONN 2+: —

Writing & Preference benchmarks
BenchmarkMuse Sparkvideo-SALMONN 2+
LMArena Text1474—
LMArena Creative Writing1459—
LMArena Multi-Turn1477—

Frequently asked questions

Is Muse Spark better than video-SALMONN 2+?

Muse Spark has enough public results to be ranked (#46); video-SALMONN 2+ does not yet, so treat this comparison as directional.

How many benchmarks do Muse Spark and video-SALMONN 2+ share?

0 benchmarks have published results for both models. Muse Spark has 27 scored results on Noometry and video-SALMONN 2+ has 1.

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