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Papers Benchmarks Datasets Tasks

Context dataset and benchmarks · SOTA2 Research

Research Datasets

Context

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

End-to-end Attention Latency

120K context

62.9Attention Latency (120K Context, µs)

20

Open-Vocabulary Semantic Segmentation

Context59

49.4mIoU

11

Prefill Throughput

128K context

7,756.8Prefill Throughput (tok/s)

10

Prefill Throughput

96K context

7,959.4Prefill Throughput (tok/s)

10

Prefill Throughput

32K context

9,576.2Prefill Throughput (tok/s)

10

Inference efficiency

128K-context

101TTFT

8

Popular tasks

Prefill Throughput Inference Efficiency Open Vocabulary Semantic Segmentation End-to-end Attention Latency

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