diff --git a/neuralforecast/docs/capabilities/overview.html.mdx b/neuralforecast/docs/capabilities/overview.html.mdx
index fa3dc2f2..29f5ea69 100644
--- a/neuralforecast/docs/capabilities/overview.html.mdx
+++ b/neuralforecast/docs/capabilities/overview.html.mdx
@@ -13,6 +13,7 @@ NeuralForecast currently offers the following models.
 | [`DeepAR`](https://nixtlaverse.nixtla.io/neuralforecast/models.deepar.html#deepar) | [`AutoDeepAR`](https://nixtlaverse.nixtla.io/neuralforecast/models.html#autodeepar) | RNN | Univariate | Direct | F/S |
 | [`DeepNPTS`](https://nixtlaverse.nixtla.io/neuralforecast/models.deepnpts.html#deepnpts) | [`AutoDeepNPTS`](https://nixtlaverse.nixtla.io/neuralforecast/models.html#autodeepnpts) | MLP | Univariate | Direct | F/H/S |
 | [`DilatedRNN`](https://nixtlaverse.nixtla.io/neuralforecast/models.dilated_rnn.html#dilatedrnn) | [`AutoDilatedRNN`](https://nixtlaverse.nixtla.io/neuralforecast/models.html#autodilatedrnn) | RNN | Univariate | Direct | F/H/S |
+| [`DLinear`](https://nixtlaverse.nixtla.io/neuralforecast/models.dlinear.html#dlinear) | [`AutoDLinear`](https://nixtlaverse.nixtla.io/neuralforecast/models.html#autodlinear) | MLP | Univariate | Direct | \- |
 | [`FEDformer`](https://nixtlaverse.nixtla.io/neuralforecast/models.fedformer.html#fedformer) | [`AutoFEDformer`](https://nixtlaverse.nixtla.io/neuralforecast/models.html#autofedformer) | Transformer | Univariate | Direct | F |
 | [`GRU`](https://nixtlaverse.nixtla.io/neuralforecast/models.gru.html#gru) | [`AutoGRU`](https://nixtlaverse.nixtla.io/neuralforecast/models.html#autogru) | RNN | Univariate | Both<sup>8</sup> | F/H/S |
 | [`HINT`](https://nixtlaverse.nixtla.io/neuralforecast/models.hint.html#hint) | [`AutoHINT`](https://nixtlaverse.nixtla.io/neuralforecast/models.html#autohint) | Any<sup>7</sup> | Both<sup>7</sup> | Both<sup>7</sup> | F/H/S |