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Models/LEMON_large

LEMON_large

Reported on 8 benchmarks across 1 task · 1 paper · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

  • Image Captioningonnocaps-val-out-domain
    SPICE· 2021-11-24
    14
    best: 15.1 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    SOTA
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233
  • Image Captioningonnocaps-val-near-domain
    CIDEr· 2021-11-24
    113.3
    best: 120.2 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    SOTA
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233
  • Image Captioningonnocaps-val-near-domain
    SPICE· 2021-11-24
    15.1
    best: 15.9 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    SOTA
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233
  • Image Captioningonnocaps-val-overall
    CIDEr· 2021-11-24
    113.4
    best: 121.6 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    SOTA
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233
  • Image Captioningonnocaps-val-overall
    SPICE· 2021-11-24
    15
    best: 15.8 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    SOTA
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233
  • Image Captioningonnocaps-val-in-domain
    CIDEr· 2021-11-24
    116.9
    best: 123.7 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    SOTA
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233
  • Image Captioningonnocaps-val-in-domain
    SPICE· 2021-11-24
    15.8
    best: 16.3 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    SOTA
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233
  • Image Captioningonnocaps-val-out-domain
    CIDEr· 2021-11-24
    111.3
    best: 124.8 (BLIP-2 ViT-G FlanT5 XL (zero-shot))
    Scaling Up Vision-Language Pre-training for Image CaptioningarXiv:2111.12233