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Inference Efficiency Analysis research benchmarks · SOTA2 Research

Inference Efficiency Analysis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic data n=100 fields, k=8 embedding size (evaluation)

0.001Latency (ms)

13

Feb 26, 2026

MSCOCO Karpathy

9.7End-to-End Latency (ms)

12

Feb 26, 2026

Efficiency Evaluation

3.9Parameters (MB)

5

Mar 11, 2026

NVIDIA RTX 5090D GPU

17.56Latency (ms)

4

Jun 9, 2026

Popular datasets

MSCOCO Synthetic Data Efficiency Evaluation NVIDIA RTX

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