CounTX (uses text descriptions instead of visual exemplars)

Reported on 4 benchmarks across 1 task · 1 paper

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

Computer Vision4 results

Object CountingonFSC147
MAE(test)· 2023-06-02
15.88
best: 5.74 (CountGD)
Open-world Text-specified Object Counting arXiv:2306.01851
Object CountingonFSC147
MAE(val)· 2023-06-02
17.1
best: 7.1 (CountGD)
Open-world Text-specified Object Counting arXiv:2306.01851
Object CountingonFSC147
RMSE(test)· 2023-06-02
106.29
best: 24.09 (CountGD)
Open-world Text-specified Object Counting arXiv:2306.01851
Object CountingonFSC147
RMSE(val)· 2023-06-02
65.61
best: 26.08 (CountGD)
Open-world Text-specified Object Counting arXiv:2306.01851