JevalKit - JevAltBench: leaderboard

JevalKit - JevAltBench. Native {"schema_version": 1, "name": "JevAltBench", "media_root": ".", "protocol": "test-en-tr-de-explicit-unknown-v1", "reference_normalization": "sum-normalized only within 0.001 of one; original sum retained", "tie_break": "first upstream candidate; explicit mapping retained per question", "records": 3116, "questions": 8434, "sha256": "58cd34780da758315050609a716ea22e53519122513343327614d956ed08c49a", "family": "JevAltBench", "modality": "text", "module": "jevalt_bench", "source_url": "https://huggingface.co/datasets/mertkayacs/jevalt-bench"}. Complete, input-conformant, eligible primary runs with no runtime failures; text/vision Public Decision Index0-100, all other boards native accuracy fractions converted to percent. Calibration metrics retained separately; private composite components not represented as public. Metric: Accuracy (%). Higher is better.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Rough model projection: around 2026. 34 models tracked.

Top models

#ModelScoreOverall rank
1Valen-Decision-1.5-27B95.22
2StartLux-Decision-27B-Instant94.15
3Valen-Decision-1.5-9B93.81
4Valen-Decision-1.5-4B93.64
5StartLux-v1.1-9B-Instant93.36
6StartLux-v1.1-4B-Instant92.8
7WeMM-JEV92.54
8Perplexity Decider v1.192.25
9Perplexity Decider v1.1 (Benchmark Sweep Run: source=JevalKit; native=Pplx-Decider%20%28L20Z%29; hardware=L20Z; checkpoint=pplx-decider-v1.1-27b)92.19
10Amos-1-Large91.74

Interactive version: theaggregate.ai/benchmark?slug=jevalkit-jevaltbench · How It Works · Data refreshed daily, snapshot 2026-11-13.