Table 11 UCF11 Dataset Result Comparison.
From: Innovative temporal summarization for complex video classification
Method | Year | Accuracy |
|---|---|---|
Multi-task hierarchical clustering55 | 2017 | 89.7 |
BT-LSTM56 | 2018 | 85.3 |
Deep autoencoder57 | 2019 | 96.2 |
Two stream attention LSTM58 | 2020 | 96.9 |
Weighted entropy variances based feature selection59 | 2021 | 94.5 |
Dilated CNN+BiLSTM+RB60 | 2021 | 89.0 |
DS-GRU61 | 2021 | 97.1 |
Local-global features+QSVM62 | 2021 | 82.6 |
Squeezed CNN63 | 2022 | 87.4 |
Fusion-based discriminative features64 | 2022 | 97.8 |
BS-2SCN65 | 2022 | 90.1 |
3D-CNN66 | 2022 | 85.1 |
DA-R3DCNN67 | 2023 | 98.6 |
Our’s | 2025 | 98.89 |
