| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Needle-in-a-Haystack | RoPE SSMax | Accuracy100 | 44 | 1mo ago | |
| Needle-in-a-haystack 4x original context | Transactional Attention | Accuracy100 | 35 | 4d ago | |
| Ruler NIAH (Single 2) | ALiBi SSMax | Accuracy1 | 25 | 1mo ago | |
| Ruler NIAH Single 3 | BAM SSMax | Accuracy84 | 13 | 1mo ago | |
| Needle-In-a-Haystack Gemini prompt (test) | Block Transformer | Success Rate @ 0% Insertion57.2 | 7 | 1mo ago | |
| NIAH Needle-in-a-haystack | Qwen3-4B | NIAH Success Rate (32K Context)100 | 6 | 1mo ago | |
| NIAH 1 | Avey-B | Success Rate (1k Context)79.69 | 5 | 1mo ago | |
| NIAH-2 (test) | NeoBERT | NIAH-2 Success Rate (1k)79.61 | 5 | 1mo ago | |
| Needle-in-a-haystack 8x original context | SmolLM-DroPE | Accuracy52.2 | 4 | 1mo ago | |
| Needle-in-a-haystack 2x original context | SmolLM-DroPE | Needle-in-a-haystack Accuracy (2x Context)74.92 | 4 | 1mo ago |
